Claude Code keeps forgetting your project context? Here are 3 fixes that actually work
Every developer using Claude Code hits the same wall: you spend 30 minutes building context, explaining your project structure, walking through the co…
Testing & QA
⚑ Report a ProblemLatest Testing & QA news from Tech News
All topics
agents
ai
api
architecture
automation
aws
beginners
career
claude
cybersecurity
devchallenge
devops
discuss
frontpage
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
rust
security
showdev
testing
tutorial
typescript
webdev
How to Use Claude 3.5 Sonnet 2026-02 to Generate Tests for Python 3.13 Codebases
Python 3.13’s 42% faster JIT-compiled hot paths and new type system features make legacy test generation tools obsolete—but Claude 3.5 Sonnet 2026-02 …
War Story: We Used Claude Code 2.0 to Generate 10k Tests and Cut Bug Rates by 45%
In Q3 2024, our 12-person backend team at FinTech startup LedgerFlow was drowning: 142 production bugs in 90 days, a 22% regression rate per sprint, a…
Building a Personal Agent
Shortly after OpenClaw came out I started building my own personal agent. I picked Claude Code as the harness, partly out of habit and partly because …
After Knowledge, Discipline
Anatomy of a Claude Code setup that pays for itself The most common reaction when I show people my Claude Code workflow is some version of: "isn't tha…
How to Build a Self-Verification Loop in Claude Code (3 Layers, 20 Minutes)
Claude Code's Stop hook blocks the agent from finishing until verification passes. Combine it with PostToolUse feedback injection to build a 3-layer v…
Как я переписал проект за неделю вместо трёх месяцев
Год назад у меня был legacy-проект с одним main.go на две тысячи строк. MVP: бизнес-логика, конфиг, хэндлеры, БД - всё в одном файле. Три месяца в Cur…
skill-tree: finding the Claude behaviors you systematically avoid
After months of daily Claude Code use, I ran my session history through Anthropic's AI Fluency Index taxonomy and found I'd triggered 8 of the 11 obse…
I open‑sourced a free, MIT‑licensed library of Claude prompts and I’ll send $100 as a thanks for accepted community prompt packs
A while back I started compiling my best Claude prompts- the ones I’d tuned to generate motion graphics, design B2B e‑books, and spit out polished cha…
LLM бенчмарк «Испытание Дали»
Выбирая LLM для своего первого пет-проекта, я случайно создал бенчмарк для LLM "Испытание Дали" по трем параметрам: качество, скорость и стоимость. Эт…
The Future of Software Development: How AI Tools Like Claude Are Rewriting the Code
🚀 Introduction: The Shift Is Already Here Software development is entering a new era—one where writing code is no longer the hardest part. AI tools li…
GPT-5.5 Just Dropped. Here's What the Benchmarks Are Hiding.
GPT-5.5 landed April 23, 2026. I've been in the benchmark data since the moment it dropped — and I need to tell you the number OpenAI didn't put in an…
Memory management in Claude Code: Session Memory and Safe Compaction
This is Part 2 of the series. If you have not read the first post yet, start with Part 1 . In Part 1, I looked at the first half of the memory pipelin…
Scaling agentic A11y with browser-side scans
Fanning out agents to read every component file is a tempting shape for accessibility review. It demos well in a small project. In a real codebase wit…
Building a Complete Developer Terminal Setup for Claude Code — Part 6: Dotfiles and Wrap-up
By Avinash, GenAI Practice Lead | Part 1 | Part 2 | Part 3 | Part 4 | Part 5 | Part 6 of 6 A setup you can't reproduce is a setup you'll eventually lo…
Building a Complete Developer Terminal Setup for Claude Code — Part 5: Terminal Environment
By Avinash, GenAI Practice Lead | Part 1 | Part 2 | Part 3 | Part 4 | Part 5 of 6 The terminal environment around Claude Code matters as much as Claud…
Building a Complete Developer Terminal Setup for Claude Code — Part 4: Plugin Stack
By Avinash, GenAI Practice Lead | Part 1 | Part 2 | Part 3 | Part 4 of 6 Claude Code has a growing plugin ecosystem. The temptation is to install ever…
Hello, agents. This is how I stopped being afraid of you.
Hi, I'm Billy . 👋 I've been a developer for over 20 years. Six months ago, I was low-key terrified that AI was going to make me obsolete. Today I have…
Claude Design Forces Canva and Figma to Become AI Platforms
According to TechCrunch, Anthropic launched Claude Design on April 17 as an experimental product for making quick visuals, slides, one-pagers, and pro…
Hijacking OpenClaw with Claude
This is a submission for the OpenClaw Writing Challenge ClawCon Michigan Prelude My boss has been nagging me about "being more verbal" and "showing pr…
How I Stopped My AI Agent From Reinventing the Wheel
Yesterday I told my AI agent, Misti: "Scrape e-commerce prices daily." The old Misti would have immediately generated a Python script. Selenium. Beaut…
GPT-5.5 vs Claude Opus 4.7 vs Gemini 3.1 Pro: The Frontier Model Showdown
Three flagship models. Three different labs. Three different bets on what production AI actually needs in 2026. GPT-5.5 dropped April 23, Opus 4.7 dro…
Your AI agent already writes every session to disk. Why isn't it reading its own archive?
On April 20 I was debugging a subtle issue with a Claude Code instance and ANI, the AI companion I've been running as a research project for the last …
MCP Tool Hooks in Claude Code
Your hooks run shell scripts. Every time a hook needs to call an MCP server, it spawns a subprocess, wires up transport, handles auth, parses the resp…
Why Claude Code PreToolUse Hooks Can Still Be Bypassed
Claude Code's PreToolUse hooks give you a programmatic interception point before any tool executes — write a hook that exits non-zero and the tool cal…
Beyond Drag-and-Drop: Automating n8n Workflows with Claude Code
In the automation world, n8n has long been the gold standard for open-source workflow orchestration. However, even with a visual interface, manually c…
How to Actually Use AI Coding Agents — 6 Skill-Specific Tips
1. Where Vibe Coding Breaks Last year I was adding one more BLE sensor node to a Zephyr-based nRF52 firmware. I threw a one-liner at Claude Code — "en…
I built a token cost tracker for Claude Code - and it changed the way I think about AI development
It started with a number I couldn’t explain A few months ago, I looked at my Anthropic billing dashboard and saw a number that didn’t add up. I knew r…
Is Claude Design Really Laying Off Designers?
The Truth Behind the 2026 AI Hype TL;DR: Anthropic's Claude Design crashed Figma's stock and broke the internet. But is it actually a designer-killer …
[Перевод] Могут ли Claude Skills заменить Playwright-агентов? Практический взгляд для QA-инженеров
AI в тест-автоматизации развивается стремительно, и все пробуют связку Claude Skills с Playwright, чтобы сделать QA-инжиниринг эффективнее. Часто встр…