xrun: smoke-test on a free Kaggle GPU, train on vast.ai, let the agent read the metrics
I train 3D computer vision models, and classical ones at hackathons. For a long time every run came...
Tutorials
Shaadi maths is hard, so I banned the AI from doing it
How I built Utsav Planner, a GenAI planner for Indian weddings, birthdays and community festivals,...
AI Now Writes 75% of Google's New Code. 46% of Developers Don't Trust the Output. Nobody Wants to Talk About the Second Number.
AI Now Writes 75% of Google's New Code. 46% of Developers Don't Trust the Output. Nobody...
My Agents Say "Done" When Nothing Happened. Here's the Harness That Catches Them.
A reader asked, after Part 2, for the "reusable guardrail harness" I hinted at. Fair. Here it is —...
We put 7 frontier models on call for 100 real Kubernetes incidents. The best fixed 79.
Tymfi Labs is a benchmark for AI SRE agents. Real faults in a live Kubernetes shop, graded by the live system instead of the agent's own report.
Claude Opus 4.8 Fast Mode Is Retiring: A Safe Migration Playbook
A production migration guide for moving Claude Opus 4.8 fast-mode workloads to Opus 5.5 without...
bybit-ws: a trading tool, an analyst, and an assistant
A live Bybit futures system: how the AI layers are wired, what fails closed, and what "self-learning" cannot tell you.
Your MCP Server Doesn’t Need 50 Tools: Design a Tool Budget Before It Eats Your Context
Adding another MCP tool feels free. It is not. Each tool comes with a name, description, input...
Poltergeist — an open-weight ghost that haunts your terminal 👻
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Stop Summarizing Your Agent's Memory. Triage It
A small decision model decides, turn by turn, what an LLM agent keeps, compresses or...
I built a free Whisper transcription site that runs in the browser: 5 things that broke
I'm a YouTube creator, and I got tired of subtitle tools that upload my footage, cap free minutes or...
Cutting LLM Calls in Incident Triage: Sliding Windows, Log Reduction, and a pgvector Cache
A Kafka-to-WebSocket pipeline where the model is the last resort, not the first step. The...
Claude's Watermark Disappears When You Tune Temperature
Anthropic retrofitted watermarks onto older Claude models for EU compliance, but changing temperature quietly drops the injection.
Kule, screen by screen: an AI agent's task from prompt to undo
Hi again. My first post about Kule was all CLI commands, and I kept wanting to show you the window...
Amazon’s AI Developer Memo Gets One Thing Right: Measure Outcomes, Not Tokens
A team can double the number of AI-generated lines in a week and still deliver no more useful...
AI Citation Study Finds Direct Answers and Fresh Content Are Strongly Associated With Citations
Pages cited in AI-generated answers were substantially more likely to begin with a direct response to...
Cloned a Stranger's Repo? Check 6 Agent Config Files Before Claude Code or Codex Opens It
A cloned repo can ship hooks, MCP servers and instructions for your coding agent. A one-minute audit with git grep and jq, and what each trust prompt gates.
I got tired of "Revision Hell," so I hooked my clients directly into my Cursor IDE via MCP
Every developer running a freelance gig or working at a boutique web agency knows the exact dread of...
Coincide: Claude Code, Codex, Cursor and more, side by side on your Mac
A free, open-source native Mac app that runs your coding agents side by side and lets you switch agents mid-thread.
An alias that walked past my SQL guard: red-teaming an MCP server for warehouse access
A CTE alias bypassed the table allowlist in my MCP SQL guard. How an independent review found it, the fix, and what a red team caught.
Leafy Goose: A Human-Led AI Assistant for Maintainers’ Community Work
How I built a human-led community assistant with Goose Agent and Skill.md Every tech community knows...
Exorcist: a local Gemma that hunts ghosts in your node_modules
TL;DR — A CLI that scans your installed npm packages for malicious ones. Four fast rules pick the...
Hreflang Routes International URLs, but It Does Not Make Them Rank
Hreflang is often treated as an international SEO ranking tactic. Google’s newer framing points to a...
Best AI Web Scraper Tools in 2026: I Tested 7, These Are Worth It
I tested seven AI web scrapers, from no-code point-and-click tools to scraping APIs and open-source...