Articles

Benchmarks

• Deep dive · 10/04/2026

• Fable 5.1 no longer swaps the model: it handled all 75 cells itself

  · 09/06/2026

• Which AI writes code best: benchmarks, harnesses and three catches in the tables

  Deep dive · 08/23/2026

• Which AI is better: a look at the exams that measure AI

  Deep dive · 08/22/2026

• Round 2: Gemini enters the table

  · 07/18/2026

• Who gets the task done

  · 07/07/2026

• The Fable 5 safeguard quietly swaps the model

  · 07/07/2026

Money

• Your own CRM instead of an off-the-shelf one: when it's cheaper for a company to build the service with agents

  Deep dive · 10/07/2026

• An in-house AI engineer or agents on subscription: what each path costs in 2026

  Deep dive · 10/04/2026

• Claude Code for a team: how a company can set up the agent without overpaying

  Deep dive · 10/04/2026

• Open numbers: what the agent machine did in 95 days and what it cost

  Deep dive · 10/04/2026

• What a developer costs a company in 2026: full cost, contractor and AI agents

  Deep dive · 10/04/2026

• A subscription is 35x cheaper than the API: we counted the tokens of a site that agents have been building for three months

  Deep dive · 09/27/2026

• AI agent subscriptions: where $20 turns into $600, and where into $3

  Deep dive · 08/23/2026

Comparisons

• ChatGPT or Claude: which to choose in 2026

  Comparison · 10/06/2026

• DeepSeek or ChatGPT: which to choose

  Comparison · 10/06/2026

• Claude or DeepSeek: which to choose in 2026

  Comparison · 10/06/2026

• Claude or Gemini: which to choose in 2026

  Comparison · 10/06/2026

• ChatGPT or Gemini: which to choose in 2026

  Comparison · 10/06/2026

• Comparison · 10/06/2026

• Grok or ChatGPT: which to choose

  Comparison · 10/06/2026

• Codex or Cursor: which to choose for development

  Comparison · 10/06/2026

• Cursor or GitHub Copilot: which to choose for development

  Comparison · 10/06/2026

• Claude Code or GitHub Copilot: what a team should choose

  Comparison · 10/06/2026

• Claude Code or Cursor: which to choose in 2026

  Comparison · 08/01/2026

• Claude Code or Codex: which to choose in 2026

  Comparison · 08/01/2026

Getting started and guides

• Vibecoding 101: the complete guide for beginners in 2026

  Guide · 06/09/2026

• Your first tech stack: what to install and where to click

  Guide · 06/07/2026

• Claude Code: the complete 2026 guide - installation, setup, a real case

  Note · 05/14/2026

Working shelf: articles await assignment to categories.

• Agents add back-in-stock notifications with variant and duplicate checks

  Deep dive · 10/08/2026

• Agents add site user roles together with server-side restrictions

  Deep dive · 10/08/2026

• Agents add price list imports with a preview and a report on rejected rows

  Deep dive · 10/08/2026

• Agents add order exports to Excel with checks on rows, totals and file access

  Deep dive · 10/08/2026

• The cost of building your own plugin includes platform compatibility after the first version

  Deep dive · 10/08/2026

• Agents add order history to a site with a check that customers see only their own purchases

  Deep dive · 10/08/2026

• Agents add a "Reorder" button that recalculates current prices and stock

  Deep dive · 10/08/2026

• Agents add pre-orders to a site with a separate status and a cap on available quantity

  Deep dive · 10/08/2026

• Agents add site reviews tied to a product with an explicit publication status

  Deep dive · 10/08/2026

• Agents build a PDF invoice from an order using an approved template with total checks

  Deep dive · 10/08/2026

• Agents add promo codes to a site with checks on expiry, usage limit and final total

  Deep dive · 10/08/2026

• The cost of migrating a site depends on the platform change, not just the page count

  Deep dive · 10/08/2026

• Agents add form attachments with file restrictions and access limited to the right request

  Deep dive · 10/08/2026

• The cost of site improvements is estimated by the affected scenarios, even when agents write the code

  Deep dive · 10/08/2026

• Agents add table pagination to the admin panel so it doesn't load every record at once

  Deep dive · 10/08/2026

• Agents add a Telegram new-order notification after the order is saved to the database

  Deep dive · 10/08/2026

• Agents add SKU search as an exact match that handles hyphens and leading zeros

  Deep dive · 10/08/2026

• Agents add a store locator map from a shared directory of addresses and opening hours

  Deep dive · 10/08/2026

• The cost of a customer account is set by roles and operations, while the agent budget is counted by month

  Deep dive · 10/08/2026

• Agents add gift cards to a site with balance tracking and protection against double charges

  Deep dive · 10/08/2026

• A site speed-up budget is split between code and infrastructure, and the result is accepted by measurement

  Deep dive · 10/08/2026

• The price of an API integration includes failure handling, and agents change the cost of writing the connector

  Deep dive · 10/08/2026

• The price of adding payments consists of development and fees, which agents don't remove

  Deep dive · 10/08/2026

• The cost of responsive layout is estimated by the old site's templates and states

  Deep dive · 10/08/2026

• The cost of WordPress changes depends on theme and plugin conflicts, even when an agent writes the fix

  Deep dive · 10/08/2026

• Agents add a portfolio gallery to a site with ordering controls and a mobile check

  Deep dive · 10/08/2026

• The cost of a site redesign grows because of migrating features, while agents reduce the coding work

  Deep dive · 10/08/2026

• Agents add bulk product editing with a preview of the change list before applying it

  Deep dive · 10/08/2026

• The cost of a spec for site changes depends on unknowns in the code, not the page count

  Deep dive · 10/08/2026

• Agents add a rich text editor to a site that preserves formatting and renders output safely

  Deep dive · 10/08/2026

• Agents add a minimum order amount checked after discounts and cart changes

  Deep dive · 10/08/2026

• Estimating the cost of changes without a spec starts with a code review and a limited deliverable

  Deep dive · 10/08/2026

• The price of updating site content grows with the number of facts to check, even with agents

  Deep dive · 10/08/2026

• The price of adding a page to a site depends on how ready the template and materials are

  Deep dive · 10/08/2026

• The cost of building an API is estimated by operations and permissions, not the number of endpoints

  Deep dive · 10/08/2026

• The cost of online store changes is compared by order changes, and the timeline by dependencies

  Deep dive · 10/08/2026

• The price of building a new page includes connecting it to data, even if an agent builds the layout

  Deep dive · 10/08/2026

• The cost of app changes includes the server and the release, even when agents change the screen

  Deep dive · 10/08/2026

• The cost of site search depends on the data source and result checks, not the input field

  Deep dive · 10/08/2026

• The testing budget for site changes depends on scenarios, and agents change the cost of preparation

  Deep dive · 10/08/2026

• Freemium for a first version requires defining the free result and the paid limit in code

  Deep dive · 10/08/2026

• Product master data is aligned across systems: agents write the reference table and mapping rules

  Deep dive · 10/08/2026

• Table reconciliation reveals lost rows: agents write key-based comparisons and checksums

  Deep dive · 10/08/2026

• Early users of a new product should get fixes, and the founder should learn why they churn

  Deep dive · 10/08/2026

• A product approach turns a repeatable service into a product with a version queue

  Deep dive · 10/08/2026

• Onboarding for a new service is built around the first useful action, and agents write the code

  Deep dive · 10/08/2026

• User Story Mapping finds a new product's first end-to-end path that can be handed to AI agents

  Deep dive · 10/08/2026

• Metabase gives teams self-serve queries: agents restrict data and keep shared definitions

  Deep dive · 10/08/2026

• A new product pivot changes the hypothesis being tested, and agents help keep the usable parts of the code

  Deep dive · 10/08/2026

• A startup needs a technical partner for product decisions, while a subscription covers the chosen development

  Deep dive · 10/08/2026

• Data lineage traces a number back to its source: agents link ingestion changes to reports

  Deep dive · 10/08/2026

• A salon app saves your favorite stylist and helps rebook against the current schedule

  Deep dive · 10/08/2026

• A clickable prototype tests the user path before ordering working code from agents

  Deep dive · 10/08/2026

• Black-box testing checks an agent's result without trusting its explanation of the code

  Deep dive · 10/08/2026

• Product Discovery should end with choosing an experiment that can be handed to agents

  Deep dive · 10/08/2026

• Apache Superset in a company: agents set up verifiable permissions and updates

  Deep dive · 10/08/2026

• Duplicate customers are merged with history preserved: agents prepare matches, the business confirms disputed ones

  Deep dive · 10/08/2026

• Customer development is turned into a behavior-testing task before agents start writing the product

  Deep dive · 10/08/2026

• Data replication for analytics needs lag checks: agents separate reports from the production database

  Deep dive · 10/08/2026

• ETL transforms source schemas: agents write field mapping and a queue of rejected rows

  Deep dive · 10/08/2026

• An online store app should show current stock before the purchase is confirmed

  Deep dive · 10/08/2026

• DataLens is connected to verified data: agents prepare the data mart and reconciliation before the first charts

  Deep dive · 10/08/2026

• A fitness club app should show customers their waitlist position and class confirmation

  Deep dive · 10/08/2026

• Start a Micro SaaS with one customer job: that way the first month of development can be accepted

  Deep dive · 10/08/2026

• A corporate startup gets a dedicated product owner and a queue of testable versions

  Deep dive · 10/08/2026

• Feature flags turn on a new feature for first customers without a separate product version

  Deep dive · 10/08/2026

• Model drift is separated from a version change: a coding agent is checked by rerunning control tasks

  Deep dive · 10/08/2026

• A data mart separates metric definitions from dashboards: agents write the semantic layer

  Deep dive · 10/08/2026

• ABC/XYZ inventory analysis is calculated on an agreed base: agents fix the period and exclusions

  Deep dive · 10/08/2026

• A unified customer database links records from different systems: agents write the mapping table

  Deep dive · 10/08/2026

• Marketplace analytics needs the platform's settlement history: agents build a reconcilable seller base

  Deep dive · 10/08/2026

• A P&L report is built on agreed allocation rules: agents link each line to its source

  Deep dive · 10/08/2026

• Data migration during a system change is accepted by relationships and totals: agents write the transfer and reconciliation

  Deep dive · 10/08/2026

• Source code leakage through AI is assessed by the path of files, requests and agent logs

  Deep dive · 10/08/2026

• A company data catalog shows a table's owner and meaning: agents link the description to the code

  Deep dive · 10/08/2026

• An AI agent's memory should survive a session change through verified project records

  Deep dive · 10/08/2026

• Formal verification can prove a property of an agent's code only within the given model

  Deep dive · 10/08/2026

• Cohort analysis needs a fixed first-event date: agents keep the history for comparison

  Deep dive · 10/08/2026

• Contract testing checks whether systems' expectations still match after an AI agent's edit

  Deep dive · 10/08/2026

• Cyclomatic complexity shows how many branches an agent added to a critical function

  Deep dive · 10/08/2026

• Secrets management protects a codebase only together with control over what enters the agent's context

  Deep dive · 10/08/2026

• Real-time data analysis needs a measurable lag: from event to report

  Deep dive · 10/08/2026

• Plan-vs-actual analysis compares plan versions: agents record the reason for each variance

  Deep dive · 10/08/2026

• Dependency vulnerabilities are checked even in a small AI agent edit

  Deep dive · 10/08/2026

• RFM customer analysis is based on completed purchases: agents prepare a verifiable segmentation

  Deep dive · 10/08/2026

• Inventory turnover needs stock history: agents collect the data for per-product calculations

  Deep dive · 10/08/2026

• Prompt caching lowers the cost of rereading context when an agent's requests share a common prefix

  Deep dive · 10/08/2026

• Code obfuscation does not guarantee confidentiality when code is handed to an AI agent

  Deep dive · 10/08/2026

• A deterministic response does not guarantee the same agent edit on a rerun

  Deep dive · 10/08/2026

• Synthetic data for testing an agent's code must reproduce the constraints of real records

  Deep dive · 10/08/2026

• Git worktree separates the working folders of parallel agents, while edit compatibility is checked separately

  Deep dive · 10/08/2026

• A new product's roadmap ties features to checks, and agents carry out the next step

  Deep dive · 10/08/2026

• A new product's design sprint ends with a prototype test, then the code is ordered from agents

  Deep dive · 10/08/2026

• The cost of GPT tokens in an agentic task includes reading the project, the response and retries

  Deep dive · 10/08/2026

• A closed beta needs a queue of fixes from the first users

  Deep dive · 10/08/2026

• A startup's first customers are onboarded to a limited version with a clear order of improvements

  Deep dive · 10/08/2026

• Jobs To Be Done helps pick the first product feature worth assigning to agents

  Deep dive · 10/08/2026

• A new product's monetization sets the paid unit: agents reflect it in features and access

  Deep dive · 10/08/2026

• Employee task management is extended with agents to handle handoffs between departments

  Deep dive · 10/08/2026

• AI video clipping for a company must keep each fragment's context and send clips for review

  Deep dive · 10/08/2026

• Project resource planning can be extended with agents to track specialist availability across departments

  Deep dive · 10/08/2026

• A courier app stores proof of delivery and does not lose it when the connection drops

  Deep dive · 10/08/2026

• A voice AI bot for inbound calls must be able to hand the call to an operator and save the request

  Deep dive · 10/08/2026

• Mobile app authentication needs checks for phone changes, sign-out and session revocation

  Deep dive · 10/08/2026

• A clinic app lets patients book and reschedule visits, and agents connect it to the existing medical information system

  Deep dive · 10/08/2026

• An employee app must revoke access to work data on a role change or termination

  Deep dive · 10/08/2026

• Supporting a mobile app means testing new OS versions and old client versions

  Deep dive · 10/08/2026

• Lean Startup with agents needs a short feedback loop after every version

  Deep dive · 10/08/2026

• Mobile app analytics must link the client version to an unfinished purchase

  Deep dive · 10/08/2026

• A push notification must open the right app screen and account for actions already taken

  Deep dive · 10/08/2026

• A Flutter app needs plugin and build checks for both platforms with every change

  Deep dive · 10/08/2026

• An inventory app must save asset recounts and flag disputed matches

  Deep dive · 10/08/2026

• An app's offline mode must keep actions until reconnecting and show what has not been sent yet

  Deep dive · 10/08/2026

• An in-app barcode scanner is tested on a phone camera and damaged labels

  Deep dive · 10/08/2026

• A mobile app update ships with checks for users who have not installed the new version yet

  Deep dive · 10/08/2026

• Cross-platform or native development is chosen by the phone features you need, even with agents

  Deep dive · 10/08/2026

• Mobile app design is tested on the customer's path to the result, and agents collect the fixes

  Deep dive · 10/08/2026

• Mobile app testing needs real devices, even when agents write the automated tests

  Deep dive · 10/08/2026

• The AI error rate in code is checked on your own project's tasks, not by a general percentage

  Deep dive · 10/08/2026

• A neural network's context window limits how much of a project the agent sees in one request

  Deep dive · 10/08/2026

• A restaurant app links table orders to the kitchen, and agents build the mobile flow

  Deep dive · 10/08/2026

• A warehouse mobile app must confirm actual receiving on site, and agents write the screen

  Deep dive · 10/08/2026

• React Native in a company evolves together with the server API and mobile module testing

  Deep dive · 10/08/2026

• Neural network hallucinations in code are caught by checking that the library, API and version exist

  Deep dive · 10/08/2026

• Mutation testing shows whether an agent's tests catch a deliberately introduced bug

  Deep dive · 10/08/2026

• In-app geolocation must handle denied permissions and inaccurate coordinates

  Deep dive · 10/08/2026

• Replacing juniors with AI requires a separate decision on how the company will grow engineers

  Deep dive · 10/08/2026

• A deep link must open the right object in the app and keep the route after sign-in

  Deep dive · 10/08/2026

• Code coverage shows which lines ran, while the correctness of an agent's tests is checked separately

  Deep dive · 10/08/2026

• A Proof of Concept tests a new product's technical feasibility before full development

  Deep dive · 10/08/2026

• Data cleaning starts with units and formats: agents write transformations with an error log

  Deep dive · 10/08/2026

• Static code analysis catches some agent errors before running, but does not prove the business result

  Deep dive · 10/08/2026

• A product hypothesis is tested with one feature that agents can change and roll back

  Deep dive · 10/08/2026

• In-app payments need checks for the return from the bank and server-side payment confirmation

  Deep dive · 10/08/2026

• Dynamic code analysis checks how an agent's edit behaves at runtime

  Deep dive · 10/08/2026

• An agent's understanding of legacy code is checked by tracing one operation before any changes

  Deep dive · 10/08/2026

• Power BI alternatives are chosen by migrating a benchmark report: agents check formulas and access

  Deep dive · 10/08/2026

• Data quality is checked on every load: agents turn a department's requirements into tests

  Deep dive · 10/08/2026

• Validating a business idea before code sets the criterion after which development is worth buying

  Deep dive · 10/08/2026

• RICE for the first version is recalculated after a technical trial if agents write the code

  Deep dive · 10/08/2026

• Product Market Fit is tested by repeat usage, and agents shorten the path to the next version

  Deep dive · 10/08/2026

• A code sandbox limits the impact of an agent's commands even before the edit is reviewed

  Deep dive · 10/08/2026

• A loyalty app shows current bonuses and links the card to a verified customer

  Deep dive · 10/08/2026

• A DWH keeps history for period comparisons: agents write data accumulation from operational systems

  Deep dive · 10/08/2026

• The Yandex Disk API links files to a CRM deal, and agents check versions and access rights

  Deep dive · 10/08/2026

• A company's AI reminder bot must check the task status before every notification

  Deep dive · 10/08/2026

• AI document redaction is checked for misses and whether hidden text can be recovered

  Deep dive · 10/08/2026

• AI defect detection from photos starts with reference images and the cost of missed defects

  Deep dive · 10/08/2026

• AI similar-image search in a company archive needs its own index and match verification

  Deep dive · 10/08/2026

• AI analysis of open-ended survey answers must keep quotes and count categories verifiably

  Deep dive · 10/08/2026

• AI subtitles for company videos need a glossary of terms and timing checks

  Deep dive · 10/08/2026

• Salebot or your own product: the choice starts with the rules of the whole sale

  Deep dive · 10/08/2026

• GetCourse is compared with your own system by how tightly learning depends on sales and access delivery

  Deep dive · 10/08/2026

• BotHelp is compared with your own bot by active audience and the cost of developing flows

  Deep dive · 10/08/2026

• iSpring Learn, now iSpring LMS: the system and your own module are compared by the features you need

  Deep dive · 10/08/2026

• Botmother is compared with your own bot by how portable flows are across messengers

  Deep dive · 10/08/2026

• Moodle with plugins compared with a new engine on updates and the volume of custom changes

  Deep dive · 10/08/2026

• Megaplan as a CRM and task manager compared with separate systems on employee permissions

  Deep dive · 10/08/2026

• amoCRM stays for the sales funnel, while a custom module is chosen for a complex data model

  Deep dive · 10/08/2026

• Airtable compared with your own database on record limits, automations and rule changes

  Deep dive · 10/08/2026

• RetailCRM is chosen by package contents before building your own sales stack

  Deep dive · 10/08/2026

• A Confluence knowledge base compared with your own system on linking document versions to product changes

  Deep dive · 10/08/2026

• Procurement KPIs built out with agents: on-time delivery calculated with a single formula

  Deep dive · 10/08/2026

• AI recognition of supplier spreadsheets is checked by rows, units of measure and checksums

  Deep dive · 10/08/2026

• Teachbase for partner training compared with your own portal on separating audiences and access

  Deep dive · 10/08/2026

• A cloud PBX compared with Asterisk on support responsibility and custom call rules

  Deep dive · 10/08/2026

• Marketing KPIs built out with agents: from team goals to the causes of deviations

  Deep dive · 10/08/2026

• AI recognition of handwritten notes should send a doubtful fragment back to the author

  Deep dive · 10/08/2026

• AI workflow guides are checked on a real screen before they go to employees

  Deep dive · 10/08/2026

• Out of server space: first find what data is growing, then free the disk without losing orders and logs

  Deep dive · 10/08/2026

• Site emails stopped arriving: check message creation, the queue and the mail service response

  Deep dive · 10/08/2026

• Excel is replaced with a database app when you need coordinated changes and an operation history

  Deep dive · 10/08/2026

• Logging records how an operation runs: agents add events that let you reconstruct the path

  Deep dive · 10/08/2026

• A message queue separates accepting a task from running it: agents check retries and the result

  Deep dive · 10/08/2026

• TypeScript checks types before running: agents get an early signal about incompatible changes

  Deep dive · 10/08/2026

• WebSocket keeps a connection open for live updates: agents check the connection and reconnects

  Deep dive · 10/08/2026

• Caching stores a ready response: agents set the freshness window and refresh rules

  Deep dive · 10/08/2026

• Serverless hands servers to the provider: agents account for execution limits in the app code

  Deep dive · 10/08/2026

• A sales funnel built out with agents around a required next step and the reasons deals stall

  Deep dive · 10/08/2026

• A webhook reports an event: agents check the sender, the content and redelivery

  Deep dive · 10/08/2026

• GraphQL describes a request for the fields you need: agents work from an agreed schema and permissions

  Deep dive · 10/08/2026

• Supplier ratings are built from delivery facts: agents write a card with a verifiable score

  Deep dive · 10/08/2026

• Procurement automation links offer comparison to the chosen version of the order

  Deep dive · 10/08/2026

• Time tracking by task built out with agents so the team sees the cost of repetitive work

  Deep dive · 10/08/2026

• Route optimization built out with agents around delivery windows, capacity and manual exceptions

  Deep dive · 10/08/2026

• A shift assignment linked to actual output: agents write the shop floor supervisor screen

  Deep dive · 10/08/2026

• Product quality control extended with agents: the inspection result is tied to the batch and the QC decision

  Deep dive · 10/08/2026

• Complaint management links the defect, the decision and the re-inspection: agents build the module

  Deep dive · 10/08/2026

• Equipment capacity planning built out with agents, accounting for changeovers and bottlenecks

  Deep dive · 10/08/2026

• The Russian Post API moves a store order into shipping, and agents build and check the integration

  Deep dive · 10/08/2026

• The Yandex Tracker API links a CRM request to a task for the assignee, and agents write the status sync

  Deep dive · 10/08/2026

• Authentication identifies the user, authorization grants permissions: agents check both decisions

  Deep dive · 10/08/2026

• The Yandex Delivery API links an order to a courier, and agents check creation and status changes

  Deep dive · 10/08/2026

• A MoySklad integration with the site syncs orders and stock, and agents check the sync rules

  Deep dive · 10/08/2026

• The Yandex Metrica API feeds your own reporting database, and agents check the export is complete

  Deep dive · 10/08/2026

• A YooKassa integration must link a confirmed payment to the order: agents check the whole transition

  Deep dive · 10/08/2026

• AI meeting minutes should keep the source of every task and wait for participants to confirm

  Deep dive · 10/08/2026

• The Yandex Direct API exports spend into the company database, and agents reconcile dates and ad accounts

  Deep dive · 10/08/2026

• A CDEK integration links a store order to a shipment, and agents build the rate calculation and statuses

  Deep dive · 10/08/2026

• AI classification of incoming requests needs a "not sure" category and a routing check

  Deep dive · 10/08/2026

• An AI order bot turns a customer message into an order only after checking its contents

  Deep dive · 10/08/2026

• An AI booking bot should check open slots before confirming a reservation

  Deep dive · 10/08/2026

• AI sales decks are assembled from approved facts and checked before sending

  Deep dive · 10/08/2026

• An AI Telegram bot for employees should confirm an action before changing a work system

  Deep dive · 10/08/2026

• AI moderation should send disputed content back to a human and keep the reason for the decision

  Deep dive · 10/08/2026

• AI translation of company documents needs a term glossary and a number check before the file goes out

  Deep dive · 10/08/2026

• AI drafts a quote from your price list, and the manager confirms the discount and timeline

  Deep dive · 10/08/2026

• InSales stays for standard sales, and custom code is chosen for rules that apps do not cover

  Deep dive · 10/08/2026

• CS-Cart Enterprise compared with your own product on must-have requirements before buying a license

  Deep dive · 10/08/2026

• OpenCart with modules compared with your own code on conflicts between customizations and updates

  Deep dive · 10/08/2026

• Shop-Script in the cloud or on your own server is chosen together with the person responsible for changes

  Deep dive · 10/08/2026

• A Webflow export is checked for dynamic features: an exported design is not yet a working site

  Deep dive · 10/08/2026

• Ecwid works well as an embedded store, and a separate product is needed for incompatible checkout rules

  Deep dive · 10/08/2026

• Creatium compared with your own app on where data is stored and rules are executed

  Deep dive · 10/08/2026

• A content calendar built out with agents: deadlines, versions and editor approval

  Deep dive · 10/08/2026

• Material requirements planning built out with agents around specifications and delivery dates

  Deep dive · 10/08/2026

• Flexbe stays for the landing page, and development comes in for working with customer data

  Deep dive · 10/08/2026

• Ad reports built out with agents: the team sees plan, actuals and the causes of gaps by campaign

  Deep dive · 10/08/2026

• The marketing budget is tracked by campaign: agents build reserves, actuals and limit control

  Deep dive · 10/08/2026

• A document approval system built out with agents: approval applies to a specific version

  Deep dive · 10/08/2026

• A customer knowledge base linked to product versions: agents update guides and search

  Deep dive · 10/08/2026

• A time tracking system built out with agents around shifts and attendance confirmation

  Deep dive · 10/08/2026

• Expense approval built out with agents around limits and approver delegation, with no payments from chat

  Deep dive · 10/08/2026

• A sales dashboard built out with agents for the daily plan and reviewing deviations within the team

  Deep dive · 10/08/2026

• The WhatsApp Business API links conversations to deals, and AI agents build out the CRM rules

  Deep dive · 10/08/2026

• A Bitrix24 integration with an internal service needs its own sync, and agents deliver it into the company codebase

  Deep dive · 10/08/2026

• The Google Sheets API links a spreadsheet to the CRM: agents write the code, an engineer sets the direction and review

  Deep dive · 10/08/2026

• An Avito integration with the CRM keeps listing inquiries, and agents write the context handoff

  Deep dive · 10/08/2026

• Telephony and CRM link a call to a customer, and agents build the event handoff for your PBX

  Deep dive · 10/08/2026

• A Tilda integration with the CRM saves form responses in the deal, and agents build custom fields

  Deep dive · 10/08/2026

• A SBIS integration with the order system returns document statuses, and agents build the API sync

  Deep dive · 10/08/2026

• The SberBusiness API sends bank statements into your system, and agents check the load is complete

  Deep dive · 10/08/2026

• A T-Bank integration links an incoming payment to an invoice in the CRM, and agents check the payment matches

  Deep dive · 10/08/2026

• A YCLIENTS integration with the CRM links bookings and deals, and agents check reschedules and cancellations

  Deep dive · 10/08/2026

• The hh.ru API moves applications into your existing ATS, and agents check access and the link to the vacancy

  Deep dive · 10/08/2026

• The Alfa-Bank API links payment orders to your system, and agents check their statuses

  Deep dive · 10/08/2026

• AI video translation for a company must preserve the meaning of instructions and voice track versions

  Deep dive · 10/08/2026

• AI document comparison should show the exact edit, not just a summary of the differences

  Deep dive · 10/08/2026

• A site development tender compares equal scope: an agentic subscription is evaluated as a separate scenario

  Deep dive · 10/08/2026

• A year of site support is budgeted by task type: a business card site and a growing service need different budgets

  Deep dive · 10/08/2026

• A company should evaluate the DeepSeek API by task quality and data routing

  Deep dive · 10/08/2026

• A development pilot tests an economic hypothesis: set continuation criteria before the first month

  Deep dive · 10/08/2026

• CAPEX and OPEX in IT: a subscription changes the payment schedule, but launch and operating costs remain

  Deep dive · 10/08/2026

• An IT strategy sets the target system architecture and investment order: agents carry out the transition in parts

  Deep dive · 10/08/2026

• Window calculation software is extended with agents: measurement, components and price version are linked before production

  Deep dive · 10/08/2026

• Software license costs grow with the company: budget by users, modules and renewals

  Deep dive · 10/08/2026

• Sensitivity analysis of an IT project shows which assumptions turn a profitable idea into a loss

  Deep dive · 10/08/2026

• Meeting room booking at a coworking space is extended with agents for member limits and services

  Deep dive · 10/08/2026

• Tour operator software is extended with agents: seat quotas and supplier confirmations are checked together

  Deep dive · 10/08/2026

• amoCRM integration with a site links the lead and the order, and agents write the transitions between them

  Deep dive · 10/08/2026

• Microsoft 365 Copilot is chosen for office work, while building integrations is budgeted separately

  Deep dive · 10/08/2026

• Garment production software is extended with agents: cut sets are checked for completeness before sewing

  Deep dive · 10/08/2026

• The site is down: recovery starts with checking the failure, saving logs and assigning an owner

  Deep dive · 10/08/2026

• The break-even point of automation depends on operation volume: margin has to cover the fixed development cost

  Deep dive · 10/08/2026

• Gas station software is extended with agents: sales and fuel receipts are reconciled against the current system's data

  Deep dive · 10/08/2026

• AI auto-replies to marketplace reviews need an exceptions queue and a ban on made-up promises

  Deep dive · 10/08/2026

• Laundry tracking is extended with agents: intake, processing and return of linen are reconciled by customer batch

  Deep dive · 10/08/2026

• Equipment maintenance tracking in energy is extended with agents: an inspection is linked to a defect and a work order

  Deep dive · 10/08/2026

• AdvantShop is compared with custom development by customization terms and access to the code

  Deep dive · 10/08/2026

• Shipment planning links order readiness, the loading window and transport availability

  Deep dive · 10/08/2026

• Custom furniture pricing is tied to the specification: agents add recalculation of materials and hardware

  Deep dive · 10/08/2026

• The Diadoc API links documents and their statuses to an order, and agents build the technical exchange

  Deep dive · 10/08/2026

• Wholesale tracking is extended with agents: a store return is linked to the batch and the product replacement

  Deep dive · 10/08/2026

• An expired SSL certificate means restoring HTTPS and checking renewal on the live domain

  Deep dive · 10/08/2026

• In a customer data leak, first cut off technical access and preserve the incident traces

  Deep dive · 10/08/2026

• Customer service quality control is extended with agents: a rating is linked to the request and its review

  Deep dive · 10/08/2026

• Craftum AI is chosen for a quick site, while agentic development is judged by features beyond the template

  Deep dive · 10/08/2026

• Telegram and a CRM link the request history to the deal, and agents write the missing exchange

  Deep dive · 10/08/2026

• A blank white site screen is checked on the server and in the browser: status 200 does not yet mean a working page

  Deep dive · 10/08/2026

• An expired domain is recovered through the registrar, then DNS, the site and email are checked

  Deep dive · 10/08/2026

• The Telegram bot stopped responding: check the token, event delivery and execution of the business action

  Deep dive · 10/08/2026

• Database recovery starts on a copy: first determine which records can be restored

  Deep dive · 10/08/2026

• The DaData API adds address suggestions to an order, and agents link the chosen address to delivery

  Deep dive · 10/08/2026

• AI review analysis links recurring complaints to products and fix tasks

  Deep dive · 10/08/2026

• The frontend shows an action, the backend performs it: agents change both layers in one task

  Deep dive · 10/08/2026

• Lost access to a site is recovered system by system: domain, hosting, CMS and repository

  Deep dive · 10/08/2026

• A database holds the relations and accounting rules: agents change the schema together with the product feature

  Deep dive · 10/08/2026

• Cloud or your own server shifts operational responsibilities: agents need the chosen setup

  Deep dive · 10/08/2026

• Docker pins the application environment: agents prepare a reproducible launch along with the code

  Deep dive · 10/08/2026

• An AI sales training service is tested on the company's scenarios and a separate review of dialogue scoring

  Deep dive · 10/08/2026

• Horizontal scaling adds instances: agents prepare the code to run in parallel

  Deep dive · 10/08/2026

• The site is not indexed after a redesign: check page responses and template changes before new SEO work

  Deep dive · 10/08/2026

• Planfix is compared with custom code by the complexity of maintaining configured processes

  Deep dive · 10/08/2026

• React and Next.js handle different parts of a web product: agents grow the chosen stack task by task

  Deep dive · 10/08/2026

• Preparing an online store for a sale starts with must-have scenarios and a limited scope

  Deep dive · 10/08/2026

• Non-functional requirements set the quality of operation: agents check the numbers along with the features

  Deep dive · 10/08/2026

• Open source gives you a component's source code: license checks and updates stay in the process

  Deep dive · 10/08/2026

• Duplicate leads are first traced to the source events, then the repeated handoff to the CRM is fixed

  Deep dive · 10/08/2026

• An API defines the actions a system offers: agents write code against that contract

  Deep dive · 10/08/2026

• The site does not update after publishing: check the release version and caching all the way to the visitor

  Deep dive · 10/08/2026

• A DDoS attack on a site is stopped with the provider, while the code protects key scenarios

  Deep dive · 10/08/2026

• An integration stopped working: restore the data flow and reconcile the missed events

  Deep dive · 10/08/2026

• Task assignment tracking gets extended with agents: closing a task requires a result and confirmation

  Deep dive · 10/08/2026

• Business automation with AI: which tasks to hand to the machine and how to check the benefit

  Deep dive · 10/08/2026

• Deadlines slip in the queue, not in the code: how to estimate a deadline when agents write the code

  Deep dive · 10/07/2026

• AI agents in development: an agent doesn't need customer data to write code

  Deep dive · 10/07/2026

• Robots.txt is aligned with the site's public sections, and agents check the rules before release

  Deep dive · 10/07/2026

• Dynamic site content is refreshed from the source, and agents check data freshness

  Deep dive · 10/07/2026

• A site newsletter signup is tied to email confirmation and protection against duplicate emails

  Deep dive · 10/07/2026

• Cleaning a site of malware starts with isolation and a copy of the traces, then closing the entry point against reinfection

  Deep dive · 10/07/2026

• A company evaluates Qwen Code on its own code with the chosen access method

  Deep dive · 10/07/2026

• A company should judge Devin AI by accepted changes, not by a demo of autonomy

  Deep dive · 10/07/2026

• Form validation should help the visitor, and agents keep browser and server checks consistent

  Deep dive · 10/07/2026

• A test environment separates testing from customer traffic: agents deliver changes on a separate stack

  Deep dive · 10/07/2026

• Sitemap.xml should update together with the site, and agents check that new pages get in

  Deep dive · 10/07/2026

• A company evaluates Replit Agent together with the path off the platform

  Deep dive · 10/07/2026

• Finishing a site after the contractor disappears starts with getting a version running and listing the scenarios

  Deep dive · 10/07/2026

• Product filters on a site are tied to catalog data, and agents check parameter combinations

  Deep dive · 10/07/2026

• Rel canonical ties duplicates to the main URL, and agents check the rules in the site templates

  Deep dive · 10/07/2026

• Favorites on a site are saved before sign-in, and agents check that the lists merge

  Deep dive · 10/07/2026

• ChatGPT Enterprise is chosen for control over work data and the access lifecycle

  Deep dive · 10/07/2026

• A company needs Cursor Teams for access management, not just shared billing

  Deep dive · 10/07/2026

• Cline Code with your own key requires tracking the cost per task separately

  Deep dive · 10/07/2026

• A team chooses Antigravity AI for task management and artifact review

  Deep dive · 10/07/2026

• If payment on a site fails, trace the fault along the chain of order, payment form and provider response

  Deep dive · 10/07/2026

• A company chooses n8n together with who will maintain the workflows

  Deep dive · 10/07/2026

• A company evaluates Langflow by how reproducible the flow is and who owns the release

  Deep dive · 10/07/2026

• A ready-made MCP server for AI is chosen by the actions it will allow the agent

  Deep dive · 10/07/2026

• A company should choose Kilo Code for model management across different work environments

  Deep dive · 10/07/2026

• A CDN delivers content closer to the visitor: agents set the rules for serving responses

  Deep dive · 10/07/2026

• Hosting blocked the site: confirm the cause with the provider, then fix it and check the launch

  Deep dive · 10/07/2026

• Live chat with a manager is built into the work queue, and agents connect it to the website

  Deep dive · 10/07/2026

• Trae AI for a team is chosen by access terms and how it handles corporate code

  Deep dive · 10/07/2026

• A feedback form works when the request is saved and reaches a manager

  Deep dive · 10/07/2026

• A website admin panel gives editors ready-made actions, and agents add them to the existing code

  Deep dive · 10/07/2026

• Test Windsurf AI on your team's tasks before buying seats for every developer

  Deep dive · 10/07/2026

• Triggered emails from a website are built around events, resending and duplicate protection

  Deep dive · 10/07/2026

• Tire shop software gets extended with agents: seasonal tire storage is checked by set and slot

  Deep dive · 10/07/2026

• Check automation effectiveness after launch: fast code alone does not improve a process

  Deep dive · 10/07/2026

• Hotel PMS gets extended with agents: housekeeping, room readiness and guest requests in one queue

  Deep dive · 10/07/2026

• GitHub Copilot for a company is chosen by agent tasks and repository access

  Deep dive · 10/07/2026

• LiteLLM is the choice when a company needs shared tracking of model calls

  Deep dive · 10/07/2026

• The NPV of an IT project shows the price of future benefit: subscription development is counted by month

  Deep dive · 10/07/2026

• Breadcrumbs take a visitor back to the right section, and agents tie navigation to the site's URLs

  Deep dive · 10/07/2026

• Off-the-shelf software pays off for a standard process: agents lower the cost of customization but do not replace the package

  Deep dive · 10/07/2026

• Insurance company software gets extended with agents: a claim's document package is checked before handoff

  Deep dive · 10/07/2026

• Shadow AI in a company is found in work access rights, not just in an employee's browser

  Deep dive · 10/07/2026

• Yandex Metrica goals are tied to a confirmed result, and agents check the event code

  Deep dive · 10/07/2026

• Prompt injection is more dangerous when an AI agent can read files and run commands

  Deep dive · 10/07/2026

• Even a small development team needs FinOps: fast agents can grow the cloud bill faster than revenue

  Deep dive · 10/07/2026

• Equipment repair software gets extended with agents: the serial number links intake, parts and pickup

  Deep dive · 10/07/2026

• Tabnine for a company is judged by access to your own code and the quality of its answers

  Deep dive · 10/07/2026

• Requirement changes should change the queue and the budget: agents write fast, and the project grows

  Deep dive · 10/07/2026

• Choose JetBrains AI with the environment your team already codes in in mind

  Deep dive · 10/07/2026

• Car dealership software gets extended with agents: a reservation for a specific VIN is checked before promising it to a customer

  Deep dive · 10/07/2026

• An IT product's financial model must survive delayed sales: development costs come before revenue

  Deep dive · 10/07/2026

• Gemini Code Assist is checked against current support, and migration is planned separately

  Deep dive · 10/07/2026

• An hour of website downtime is measured by lost margin and recovery, not by full revenue

  Deep dive · 10/07/2026

• Cleaning service software gets extended with agents: a shift closes after zone checks and a photo report

  Deep dive · 10/07/2026

• Sunk costs do not justify continuing an IT project: compare future costs and benefits

  Deep dive · 10/07/2026

• OpenRouter for a company needs control over providers, keys and spending

  Deep dive · 10/07/2026

• Optimizing a business process before development saves more than automating unnecessary steps

  Deep dive · 10/07/2026

• A development budget overrun is stopped by revising scope: a fixed monthly fee is not a fixed price for the whole project

  Deep dive · 10/07/2026

• Print shop software gets extended with agents: the layout version and order route are linked until shipping

  Deep dive · 10/07/2026

• An IT project portfolio is funded by useful flow: three directions do not need three separate teams

  Deep dive · 10/07/2026

• Fitness club software gets extended with agents for membership freezes and entry control

  Deep dive · 10/07/2026

• WSJF in agentic engineering: task size changes, the cost of delay stays with the business

  Deep dive · 10/07/2026

• Travel agency software gets extended with agents: tour selection becomes verifiable versions of an offer

  Deep dive · 10/07/2026

• A digital product's unit economics must cover development and support after launch

  Deep dive · 10/07/2026

• Kids' center software gets extended with agents for rescheduled classes and family memberships

  Deep dive · 10/07/2026

• Continue.dev for a company is evaluated with a plan for support and tool replacement

  Deep dive · 10/07/2026

• Dify for a company is evaluated by the path from the workflow editor to a working service

  Deep dive · 10/07/2026

• A PWA adds installation and offline scenarios to a website, and agents check cache updates

  Deep dive · 10/07/2026

• Flower shop software gets extended with agents: bouquet composition is linked to stock and substitutions

  Deep dive · 10/07/2026

• Moving a website to a new engine with agents requires a content map and checks of working routes

  Deep dive · 10/07/2026

• OpenAI Codex for a company is chosen together with the execution environment and code access

  Deep dive · 10/07/2026

• A quiz builder is chosen by the lead path, and agents add branching and answer handoff

  Deep dive · 10/07/2026

• Driving school software gets extended with agents: driving hours are reconciled by student, instructor and car

  Deep dive · 10/07/2026

• Car wash software gets extended with agents: bay, service package and actual work come together in the order

  Deep dive · 10/07/2026

• An ad landing page with agents grows through a series of verifiable edits after launch

  Deep dive · 10/07/2026

• An abandoned cart is recovered with its contents saved, and agents check order restoration

  Deep dive · 10/07/2026

• Website checkout is checked before payment: agents link the fields, delivery and order total

  Deep dive · 10/07/2026

• OpenCode for a company is chosen together with an owner for configuration and support

  Deep dive · 10/07/2026

• A website's YML feed is updated from the catalog, and agents check prices, stock and required fields

  Deep dive · 10/07/2026

• A/B testing a website with agents speeds up variant prep but needs enough traffic

  Deep dive · 10/07/2026

• Aider AI suits evaluating an agent's work through changes in Git

  Deep dive · 10/07/2026

• Agents build a website's structured data from the same data the visitor sees

  Deep dive · 10/07/2026

• Perplexity Enterprise is chosen for verifiable sources, and code delivers the result into your system

  Deep dive · 10/07/2026

• Roo Code for a company is worth testing on splitting planning from execution

  Deep dive · 10/07/2026

• 301 redirects are set by a map of old URLs, and agents check routes after site changes

  Deep dive · 10/07/2026

• A multilingual website needs page versions linked, and agents check the URL pairs

  Deep dive · 10/07/2026

• A two-week sprint is slower than an agent: what is left of Scrum when a task closes in half an hour

  Deep dive · 10/07/2026

• You don't have to leave Bitrix all at once: when agents write the code, the site moves to your own code piece by piece

  Deep dive · 10/07/2026

• Agents work like kanban with a WIP limit of one: the task queue matters more than the board

  Deep dive · 10/07/2026

• An AI email agent drafts replies to customers, and a person sends them

  Deep dive · 10/07/2026

• PHP and engine upgrades can be handed to agents: with tests and a verified rollback

  Deep dive · 10/07/2026

• Development for a private clinic: keep the medical information system, and build reminders, request triage and reports around it

  Deep dive · 10/07/2026

• Deep dive · 10/07/2026

• A service that pulled out doesn't always need an analog: agents build your own replacement to your rules

  Deep dive · 10/07/2026

• AI in logistics for a mid-size carrier: requests from email, statuses and documents without manual re-entry

  Deep dive · 10/07/2026

• Story points lose meaning when a task closes in 25 minutes: what to estimate instead of effort

  Deep dive · 10/07/2026

• Speech analytics on large models processes every call recording and writes the summary to the CRM

  Deep dive · 10/07/2026

• AI training for employees builds a skill, not a system: what to hand to the agent machine while the team learns

  Deep dive · 10/07/2026

• AI in an online school: the tutor and homework checking must know your lessons

  Deep dive · 10/07/2026

• An AI tender agent reads procurements and documentation for you, and the bid decision stays yours

  Deep dive · 10/07/2026

• AI for marketplaces: thousands of product cards need a pipeline with checks

  Deep dive · 10/07/2026

• Restaurant automation around iiko: your own code links the POS, purchasing and reviews

  Deep dive · 10/07/2026

• AI in manufacturing starts not with a neural network over the line, but with shop-floor data in one system

  Deep dive · 10/07/2026

• CRM for a real estate agency: the package runs deals, and listings, exports and lead triage are built on top

  Deep dive · 10/07/2026

• AI in HR: the machine sorts applications in minutes, but people still decide on candidates

  Deep dive · 10/07/2026

• Companies choose hosting by how reliably their customers can reach it

  Deep dive · 10/07/2026

• Integrating a neural network into a product: the model is one line on the bill, the work is everything around it

  Deep dive · 10/07/2026

• AI for lawyers: off-the-shelf services review a contract, your own build knows your firm's practice

  Deep dive · 10/07/2026

• A local LLM for your company: data stays inside, but quality, hardware and updates become your job

  Deep dive · 10/07/2026

• Deep dive · 10/07/2026

• A multi-agent system at work: one model plans, another does the work, a third checks it

  Deep dive · 10/07/2026

• Fintech development with agents: where a mistake costs money, there are more checks, not fewer

  Deep dive · 10/07/2026

• Managing an IT project with agents: a task queue and acceptance instead of a six-month Gantt chart

  Deep dive · 10/07/2026

• A website backup is tested by restoring it: code in git, the database separately

  Deep dive · 10/07/2026

• AI for data analysis: asking your database in plain words works when the answer can be checked against the numbers

  Deep dive · 10/07/2026

• AI in company marketing: a content pipeline that catches fabrications before publishing

  Deep dive · 10/07/2026

• A technical website audit with agents turns into a check of every release

  Deep dive · 10/07/2026

• Microservices with agents have to earn their cost: start with a shared repository and checks

  Deep dive · 10/07/2026

• A version for the visually impaired is a patch: an accessible site is built on rules a machine checks

  Deep dive · 10/07/2026

• Pick a Jira alternative for people: agents need a task queue, a branch and acceptance

  Deep dive · 10/07/2026

• Project prioritization starts with outcomes and dependencies, even when agents write the code

  Deep dive · 10/07/2026

• An IT development budget is calculated from the queue of useful changes and a monthly spending cap

  Deep dive · 10/07/2026

• Load testing can be part of development: the agent writes the scenario, the business names the peak

  Deep dive · 10/07/2026

• The total cost of software ownership includes development, infrastructure and exit: agents change part of the costs

  Deep dive · 10/07/2026

• Product comparison on a website needs consistent specs, and agents build the table from the catalog

  Deep dive · 10/07/2026

• The CTO doesn't disappear with agents: what stays with the CTO of a company without staff

  Deep dive · 10/07/2026

• Development metrics with agents count finished tasks in production, not hours and commits

  Deep dive · 10/07/2026

• A beauty salon chain's CRM gets agent-built add-ons for material use and stylist workload

  Deep dive · 10/07/2026

• Pharmacy automation with agents: reservations and expiry dates built around the accounting system

  Deep dive · 10/07/2026

• Small business digitalization starts with one expensive manual process and a clear spending cap

  Deep dive · 10/07/2026

• The payback period of automation is calculated from cash flow after all monthly costs

  Deep dive · 10/07/2026

• Assess digital maturity before buying development: automating chaos is expensive even with agents

  Deep dive · 10/07/2026

• Vet clinic software extended with agents: the animal, the owner and lab results on one record

  Deep dive · 10/07/2026

• UTM tags have to reach the lead: agents add source tracking along the whole path

  Deep dive · 10/07/2026

• The business case for an IT project fits into a calculation of costs, benefits and stop conditions

  Deep dive · 10/07/2026

• Rental software extended with agents for checkout, return and damage of each item

  Deep dive · 10/07/2026

• A website redesign with agents starts with the path to a lead and checks of working scenarios

  Deep dive · 10/07/2026

• An auto repair shop's CRM extended with agents: estimate approval and repair statuses in one work order

  Deep dive · 10/07/2026

• A construction company's CRM linked to sites: agents add stages, photos and approvals

  Deep dive · 10/07/2026

• A headless CMS separates content from the website, and agents build and test the connection

  Deep dive · 10/07/2026

• IT project risks are capped by the budget: fast code doesn't fix a wrong choice

  Deep dive · 10/07/2026

• Utility services automation with agents: dispatch links the request, the visit and the work confirmation

  Deep dive · 10/07/2026

• Automation ROI is calculated from money received: saved hours still have to be turned into gains

  Deep dive · 10/07/2026

• End-to-end analytics needs to link the lead to revenue, and agents write the missing links

  Deep dive · 10/07/2026

• A product page on a website is built from unified data, and agents check variants and stock

  Deep dive · 10/07/2026

• Agricultural automation starts with field tasks: agents write the mobile module

  Deep dive · 10/07/2026

• Your own delivery app on a subscription pays off when orders cover the costs

  Deep dive · 10/07/2026

• A calculator on your website gives the manager a lead with a quote at your prices

  Deep dive · 10/07/2026

• Your own loyalty program is built around your bonus rules: when it beats an off-the-shelf service

  Deep dive · 10/07/2026

• Competitor price tracking is better kept in your own code: the agent writes the parser, a watchdog makes sure it doesn't go silent

  Deep dive · 10/07/2026

• Employee training doesn't have to live in someone else's LMS: build your own platform around your procedures

  Deep dive · 10/07/2026

• Onboarding and HR requests are automated with your own code when a boxed product forces you to rebuild processes around it

  Deep dive · 10/07/2026

• AI in customer support: the bot closes routine questions if it sees orders and knows when to call a human

  Deep dive · 10/07/2026

• An AI agent for business: an executor with permissions and checks in 2026

  Deep dive · 10/07/2026

• The cost of AI adoption: instead of project hours, you can pay for a stream of finished tasks

  Deep dive · 10/07/2026

• A RAG system for your company answers from your documents if you first put the documents themselves in order

  Deep dive · 10/07/2026

• Your own online school platform: the account, payments and lessons of our course built by agents

  Deep dive · 10/07/2026

• Smart catalog search can be built in-house: an agent connects AI to your products

  Deep dive · 10/07/2026

• A request tracking system is easier to build around your process than to keep a second log next to Service Desk

  Deep dive · 10/07/2026

• CI/CD becomes business insurance when agents write the code

  Deep dive · 10/07/2026

• A corporate AI assistant: a ChatGPT subscription isn't enough, you need documents and access checks

  Deep dive · 10/07/2026

• Process automation with AI breaks silently: build in result checks before launch

  Deep dive · 10/07/2026

• Online payments on a website are checked twice: an agent builds the sale, another model looks for bugs

  Deep dive · 10/07/2026

• Management reports built by the machine: agents write code instead of manual assembly

  Deep dive · 10/07/2026

• A SaaS product launched without a team of ten: an engineer with an agent machine instead of staff

  Deep dive · 10/07/2026

• AI adoption in business starts with the first change in your code

  Deep dive · 10/07/2026

• An internal web service instead of Excel and chats is built task by task from a queue, not from a quarterly estimate

  Deep dive · 10/07/2026

• Secure development with agents rests on three locks: keys, review by another model and a stop on anything irreversible

  Deep dive · 10/07/2026

• The agent writes autotests along with the code: test automation is no longer a separate project

  Deep dive · 10/07/2026

• AI in document workflows: recognizing an invoice is half the job, then it has to reach your system without errors

  Deep dive · 10/07/2026

• A custom-built website is no longer a trap: with agents and a project description, not everyone needs a CMS

  Deep dive · 10/07/2026

• Agents start the audit of a contractor's code: they read the repository, an engineer picks the risks

  Deep dive · 10/07/2026

• Website holes show up in the code before they show up outside: vulnerability checks when agents run the site

  Deep dive · 10/07/2026

• A support SLA should promise recovery time, not agent work hours

  Deep dive · 10/07/2026

• With agents the backlog shrinks faster: your decisions become the bottleneck

  Deep dive · 10/07/2026

• Software documentation with AI agents is written before the code: we have as much of it as code

  Deep dive · 10/07/2026

• An executive dashboard starts with five numbers, not a BI system

  Deep dive · 10/07/2026

• A corporate portal doesn't have to be a boxed product: build your own around three employee tasks

  Deep dive · 10/07/2026

• Your own online booking pays off where an off-the-shelf service doesn't know your rules

  Deep dive · 10/07/2026

• A company bot in MAX - a second door to the same code, not a new project

  Deep dive · 10/07/2026

• Buying warehouse software doesn't cover customizations: where your own code with agents pays off

  Deep dive · 10/07/2026

• API system integration is no longer a separate project: an agent writes the connector as a regular task

  Deep dive · 10/07/2026

• A corporate website with agents: the machine handles the layout, people keep the meaning and acceptance

  Deep dive · 10/07/2026

• You don't order a custom ERP all at once: agents build it one process at a time

  Deep dive · 10/07/2026

• Your Ozon and Wildberries integration via API can be your own: stock and orders without manual exports or a third-party module

  Deep dive · 10/07/2026

• An AI support bot on your website should answer from your knowledge base, not from a builder's script

  Deep dive · 10/07/2026

• It's cheaper to fit order tracking to your process with code than to fit your process to the software

  Deep dive · 10/07/2026

• The developer left, the system stayed: how to run a website and service without your own team

  Deep dive · 10/07/2026

• In 2026, dev teams are built around tasks, not headcount: which roles agents take on

  Deep dive · 10/07/2026

• A company needs a mobile app less often than it seems: web, Mini App or a native app in 2026

  Deep dive · 10/07/2026

• A customer portal is built step by step: login, payments and forms, using our own site as an example

  Deep dive · 10/07/2026

• A company Telegram bot ties leads, payments and CRM into one system

  Deep dive · 10/07/2026

• A Telegram Mini App replaces a company's mobile app where the customer is already in the chat

  Deep dive · 10/07/2026

• Your own marketplace starts with a single deal: agents build the first version

  Deep dive · 10/07/2026

• A B2B dealer portal is built around your discount rules, not the other way around

  Deep dive · 10/07/2026

• Your code should live in your repository from day one, and with agents that's easier to verify

  Deep dive · 10/07/2026

• Studios price an app by the hour: with AI agents, the estimate needs rebuilding

  Deep dive · 10/07/2026

• When choosing a contractor, ask who writes the code

  Deep dive · 10/07/2026

• Outsourcing, outstaffing or subscription: choose by who leads the work, not by price

  Deep dive · 10/07/2026

• An online store on custom code is no longer a luxury: what changes when agents build it

  Deep dive · 10/07/2026

• A first product version in a month: how agents are changing MVP development

  Deep dive · 10/07/2026

• A developer's hour is no longer the measure of work: fixed price, T&M and subscription when agents write the code

  Deep dive · 10/07/2026

• 1C:Naparnik or Claude Code: in EDT, start with Naparnik

  Deep dive · 10/06/2026

• An agent needs 1C exported to files: connecting Claude Code and Codex via EDT and Git

  Deep dive · 10/06/2026

• An agent broke production: the company is accountable, and review, rollback and permissions set the cost of the failure

  Deep dive · 10/04/2026

• We bought AI for our developers, but tasks don't close any faster: six reasons and what to change

  Deep dive · 10/04/2026

• AI in 1C development: how to move a team to agents without drowning in chaos

  Deep dive · 10/04/2026

• A task for an AI agent is written differently than for a developer: a template and ten real tasks

  Deep dive · 10/04/2026

• The head of engineering when AI agents write the code: three decisions instead of handing out tasks

  Deep dive · 10/04/2026

• Rules for AI agents in a company: what to write down before the first run

  Deep dive · 10/04/2026

• Legacy code can be handed to agents: how to pay down technical debt without a rewrite

  Deep dive · 10/04/2026

• Deep dive · 09/29/2026

• 8 AI tools for generating images

  Deep dive · 09/29/2026

• 8 AI tools for presentations: which ones are free

  Deep dive · 09/29/2026

• 6 AI tools for writing

  Deep dive · 09/29/2026

• 8 AI tools for essays, term papers and reports

  Deep dive · 09/29/2026

• 7 AI tools for building apps without coding

  Deep dive · 09/29/2026

• 8 AI tools for text-to-speech

  Deep dive · 09/29/2026

• 8 AI tools for teachers: lessons, assignments and presentations

  Deep dive · 09/29/2026

• 7 AI tools for Python: scripts, bots and data analysis

  Deep dive · 09/29/2026

• 7 AI tools for solving problems: from a photo, math and physics

  Deep dive · 09/29/2026

• 8 AI tools for studying: notes, quizzes and topic explanations

  Deep dive · 09/29/2026

• 7 AI tools for Excel and spreadsheets

  Deep dive · 09/29/2026

• 8 AI tools for marketplace product cards

  Deep dive · 09/29/2026

• 8 AI tools for building a website

  Deep dive · 09/29/2026

• 8 AI tools for programming

  Deep dive · 09/29/2026

• 7 AI tools for making games

  Deep dive · 09/29/2026

• How to build your own AI agent: 9 builders and frameworks

  Deep dive · 09/29/2026

• 9 AI tools for lawyers: contracts, case law and lawsuits

  Deep dive · 09/29/2026

• 8 AI tools for data and spreadsheet analysis

  Deep dive · 09/29/2026

• 7 AI tools for animating photos

  Deep dive · 09/29/2026

• 8 AI tools for photos: edit and enhance your shot

  Deep dive · 09/29/2026

• 8 AI tools for interior design: a room design from a photo or a floor plan

  Deep dive · 09/29/2026

• 8 AI tools for making videos

  Deep dive · 09/29/2026

• 8 AI tools for 1C: for developers and accountants

  Deep dive · 09/29/2026

• Deep dive · 09/29/2026

• Claude Code for free and what to replace it with: 7 AI agents

  Deep dive · 09/29/2026

• 9 AI agents: what kinds there are and which one to choose

  Deep dive · 09/29/2026

• 6 AI tools for making songs

  Deep dive · 09/28/2026

• Video and animation: 17 collections for your own videos

  Guide · 09/28/2026

• 8 Cursor alternatives

  Deep dive · 09/26/2026

• The Jev model doesn't write text, it judges: we put it in charge of our news feed

  Deep dive · 09/21/2026

• Agentic engineering: the creator of Ruby on Rails no longer writes code by hand

  Deep dive · 09/03/2026

• Russian AI coding agents: there are already 18 of them, and almost all are free

  Deep dive · 08/24/2026

• Ready-made UI components with previews

  Guide · 08/03/2026

• What programming with AI is called: a map of the terms

  Guide · 07/05/2026

• 100+ IT business ideas built on open source

  Guide · 06/11/2026

• My AI stack in 2026

  Guide · 06/07/2026

• Is Claude Opus 4.8 eating your limits? I tested it on a real task

  Note · 05/30/2026