Lock GitHub Actions dependencies to reviewed commits with workflow lockfiles
A moving tag is not a review Your workflow can keep saying uses: vendor/build-action@v3 while the code behind v3 changes. That leaves a gap between…
Open Source
⚑ Сообщить о проблемеПоследние новости Open Source от Tech News
Все темы
AI
agents
ai
api
architecture
automation
backend
beginners
career
database
devchallenge
devops
discuss
javascript
linux
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
react
security
showdev
testing
tutorial
typescript
webdev
Apple's EU payment options: compare fees and checkout costs before launch
A lower platform commission can look like an easy win until you count the work around it. If your subscription app sells digital services through th…
How to prepare your production Next.js app for the October 14 security update
An announced security update can still create a release-day scramble if nobody knows which Next.js version is actually running in production, how a…
Can Ultrafast improve latency-sensitive API routes, and how do you test it?
Ultrafast is a service tier for a specific API request, not a switch that makes every route faster in a way you can assume in advance. OpenAI says i…
App Store creative assets: prepare headers and search placements early
Apple is adding more places for an app’s creative to appear: a large product-page header and assets in App Store search results. Those placements ar…
Best Sora 2 Alternatives for Image-to-Video in 2026
Sora 2 is gone. Here's how Veo 3.1, Kling 3.0, Seedance 2.0, Hailuo 2.3 and Wan 2.7 handle the job of animating a still image, compared on frame con…
Claude Sonnet 5.5 cache reads cost half: measure your own savings
Anthropic cut the Claude Sonnet 5.5 prompt-cache read rate on October 7, 2026, from $0.20 to $0.10 per million tokens. The change halves the price o…
Migrate three OpenAI API model IDs before the April 2027 shutdown
OpenAI’s API deprecation notice gives teams using gpt-5.3-codex , gpt-5.1 , or gpt-5.4-nano until April 1, 2027, before those model IDs are removed.…
Best AI SEO Tool for Beginners in 2026
TL;DR LowFruits is the best AI SEO tool for beginners: small-site keyword hunting from $20.75/mo (annual), pay-as-you-go credits from $25, and a fre…
AI Tools Used in Modern Software Development
AI Tools Used in Modern Software Development AI is no longer just a tool for generating code. It is becoming part of the entire software development…
Counting bugs is the hard part of comparing AI review tools
Model benchmarks for code review usually report the same two numbers: how many bugs the tool found, and how many of its comments were actually right…
ChatGPT vs Claude vs Gemini for Small Business: Why Infrastructure Differences Matter More Than Model Size
Verdict: For most small businesses, the differences in underlying infrastructure between AI providers like OpenAI (ChatGPT), Anthropic (Claude), and…
OpenMontage: what it does, and where it does not
OpenMontage is an open source project you can run yourself today. This is a look at what it does, how to get it going, and the situations where reac…
Using AI to Write Technical Documentation — What Actually Works
An LLM asked to document a payments module — about 900 lines, four public functions, a retry wrapper — will typically produce something gorgeous. St…
ChatGPT vs Claude vs Gemini: How to Actually Choose in 2026
The three-way comparison you actually need is not the one on the leaderboards Pick any two of ChatGPT, Claude and Gemini and there is a benchmark wh…
5 New Dev Tools You Should Learn This Week
Just released this past week, five major developer tools are making waves in the tech community. From advanced AI models to updated frameworks and C…
Top 5 Dev Tools Released in Late July 2026
LangChain 0.3.0 LangChain 0.3.0 is a popular AI framework that enables developers to build applications with large language models through enhanced…
They Asked for My AI Rules. But I Could Not Just Hand Them Over.
A team lead announces that the team will start using AI-assisted development. Everyone nods. Nobody asks what that actually means on Monday morning.…
Weekly Generative AI Tool Series: A Deep Dive
Weekly Generative AI Tool Series: A Deep Dive TL;DR: Building a sustainable weekly generative AI tool series requires a systematic discovery pipelin…
We read 5 \"free credits\" Terms of Service so you don't have to
When an AI credit offer goes viral, two things spawn immediately: threads calling it a scam, and actual scams farming the confusion. Case study from…
The AI Tools That Actually Saved Me Hours as a Developer — and the Ones That Didn't
Every week, another AI tool lands on Product Hunt promising to "10x your developer productivity." Most of them don't. I tested seven of the most-hyp…
I Copied a Google AI Studio Session by Hand. 68% of the Data Was Gone.
I had a long Google AI Studio (Gemini) session that I wanted to keep. I selected the conversation in the browser, copied it, and pasted it into a te…
What Is CLAUDE.md? A Practical Guide to Configuring Claude Code
If you use Claude Code, there is one file that quietly shapes every session: CLAUDE.md. Most developers either do not have one or have one that work…
Why Claude Code Ignores Your CLAUDE.md (And How to Fix It)
You wrote a detailed CLAUDE.md, and Claude Code still gets things wrong — wrong convention, touches files it should not, ignores rules you clearly w…
7 Open-Source AI Projects Developers Need [June 2026]
Originally published at kunalganglani.com — read it there for inline code, hero image, and live links. Open-source AI projects are the tools, framew…
Welcome to ToolDocket
Hey everyone, We built ToolDocket ( https://www.tooldocket.com ) as a side project to offer useful career and decision-making tools without signups,…
Connect Claude to Your Files in 10 Minutes (No Code)
The single fastest way to understand why MCP matters is to connect one server and watch your assistant do something it couldn't do a minute earlier…
Why Power Users Push Back on AI - and What That Tells You
The loudest skeptics of AI tools are often the people who've used them the most. That's worth paying attention to. The Frustration You're Probably M…
Building a Self-Hosted Newsletter Setup with n8n & Gemini
Key Takeaways Custom workflows beat platform lock-in by giving you 100% data ownership, custom styling control, and zero platform fees. n8n Webhook…
CLAUDE.md Compaction: Why Your Rules Disappear Mid-Session
You spent an hour writing a tight CLAUDE.md. Clear rules. Good structure. Specific constraints for your project. Then Claude Code hits its context w…