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…
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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…
I use Claude Code every day to build a SaaS product. This week, the usage meter hit 95% before Wednesday. I assumed I had somehow written a mountain…
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…
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…
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…
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…
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…
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…
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.…
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 is no longer just a tool for generating code. It is becoming part of the entire software development…
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…
Verdict: For most small businesses, the differences in underlying infrastructure between AI providers like OpenAI (ChatGPT), Anthropic (Claude), and…
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…
An LLM asked to document a payments module — about 900 lines, four public functions, a retry wrapper — will typically produce something gorgeous. St…
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…
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…
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…
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 TL;DR: Building a sustainable weekly generative AI tool series requires a systematic discovery pipelin…
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…
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 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…
A great CLAUDE.md is not the longest one. It is the one where every line changes what Claude does. The whole skill is knowing what belongs in it — a…
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…
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…
Originally published at kunalganglani.com — read it there for inline code, hero image, and live links. Open-source AI projects are the tools, framew…
Hey everyone, We built ToolDocket ( https://www.tooldocket.com ) as a side project to offer useful career and decision-making tools without signups,…
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…
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…