Articles by tag: code-review

Claude Code Routines: automation for developers

How to use Routines in Claude Code for CI/CD, code review, and task management. Security, triggers, and practical examples.

AIF Handoff: autonomous agent for code development

How AIF Handoff automates development: from planning to review. Learn how to delegate routine tasks to agents and maintain control. Try it today.

AI Code Crisis: Security and Review in 2026

Why do AI tools provide only 10% productivity boost with 91% increase in review time? Analysis of security crisis causes and process restructuring strategies. Learn how to avoid security debt.

LLM in Development: Implementation Cases and Efficiency Metrics

How LLM Accelerate Development by 40–50%. Real Cases of Analytics, Prototyping, and Testing. Measurable Results for a Year of Implementation.

AI Overloads Seniors: 10 bit/s Limits

AI Doubles PR, but Seniors' Brain at 10 bit/s. Burnout 88%, CVD Risks +79%. Practice Against Workload Creep and False Metrics. For Middle/Senior Dev.

Rubber Duck in Copilot CLI: AI Code Review

Learn how Rubber Duck in GitHub Copilot CLI uses a second AI model for code audit. Benchmarks, activation, and scenarios for developers. Test in the terminal right now.

Bot Communication in Telegram: How to Set Up

Telegram has allowed bots to communicate with each other via mentions and replies. Setup in BotFather, code review examples and integration with OpenClaw. Instructions for developers — read and implement in projects.

Codex in Claude Code: OpenAI plugin for integration

Open-source OpenAI plugin integrates Codex into Claude Code. Slash commands for code review, stress tests, and background tasks. Install and test for hybrid AI workflows. Suitable for middle/senior developers.

Backdoor in wait4(): Linux kernel vulnerability

Analysis of a real backdoor in the Linux kernel from 2003: how an assignment error in wait4() opened root access. Lessons for developers: code review, Git, fuzzing. Study the details of the attack.

Tough AI Mentor Without Sycophancy in LLM

Create an LLM that criticizes mistakes and teaches thinking: 110k token prompt for UE5 and coding. Security tests, motivation. Download from GitHub and set up for review.

Vibe coding for developers: myths and reality

We break down how vibe coding changes the role of junior and senior developers. Practical scenarios, pitfalls and tips for integrating AI into workflow. Learn why understanding code remains key.

Comprehension debt in AI code: risks for developers

Learn how AI code generation creates cognitive debt, reduces understanding by 17%, and masks risks. Strategies for middle/senior dev: active AI use, focus on review. Avoid errors in production.

Vibe coding: risks and practices for developers

Breakdown of vibe coding for middle/senior: MVP acceleration, security holes, slopsquatting, hybrid with review. Checklists for transitioning to production. Learn how to integrate AI without losses.

Vibecoding and Programmers: Why AI Won't Replace Engineers

Analysis of the role of vibecoding in development. Learn which skills will remain in demand for programmers in the era of generative AI.