AI Tutorials & Practice

` The AI ecosystem is shifting rapidly from cloud‑only models to hybrid and fully local deployments....

TL;DR I had 63 flaky tests in a Node.js monorepo that made every CI run a coin flip. Over...

Developers on our team switched to working through coding agents fairly quickly. In my experience,...

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Traditional automation was deterministic and relatively predictable. LLMs work differently. They...

Run this in a terminal, then run it again under script(1): python3 -c 'import sys;...

Have you ever exported a script for text-to-speech and found, later, that a single English word had...

I started building Atlas on July 31. It's now on its third version, and the one running today finally...

My AI clipper corrects proper nouns in transcripts. On one video it swapped an unknown model name for...

We still run classic Git Flow at work: main, develop, and short-lived release/* and hotfix/*...

Artificial intelligence is moving beyond simple chatbots and question-answering systems toward AI...

The boss finishes their speech. Your players reach for their dice. This is where the music should...

The problem with skills is that failure is silent My coffee e-commerce project has 89...

In April, 3.7% of new members on my website came from ChatGPT. In September so far it is 24.5%, and last week it was one in three. Here is the share week by week, why we couldn't see it at first, and every change we made for AI search, in …

AI assistance made my technical writing faster and my errors faster too. The pipeline that resulted — claim ledgers, publish-day drift guards, and a separate instance that checks the writer — caught three of its own mistakes before readers…

The last thing I wrote here was about two bugs my own test suite could not see. Both came from the...

02:06 UTC checkout-api started timing out. I pasted the alert into a capable LLM and asked what to...

How we spent an hour using Gemini and the Web Audio/MIDI APIs to rapidly build, test, and record a responsive wind controller synth using a real instrument.

Introduction Here is how to build a contract obligations review app with ToolJet MCP for...

An incident-response system can retrieve the right information and still fail to learn...

I've been curious about this for a while. Every AI image generator I've tried writes metadata into...

Darktrace showed that coding agents trust their local conversation history without verifying it. A writable file is enough to give the model orders. Here is what to watch.

Over the past few days, I've been comparing LongCat 2.5 Preview and Space Bunny Alpha across actual...

Fifteen AI review bots on one repository is not fifteen times the insight — it is a governance problem. How one open-source project keeps machine reviewers advisory, deterministic gates blocking, and PR code out of the trust boundary.

How non-engineers build AI tools on an internal MCP platform and self-merge them to production — the self-merge gate, clean-context AI code review, and the one zone that still needs an engineer.

Hello Devs 👋 One thing I have noticed with AI coding agents is that they are very good at working...

AI is becoming part of almost every layer of an enterprise. Employees are using AI assistants....

AI assistants are very good at writing Python that looks right. It's typed, it's formatted, it comes...

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real...

Here's the idea: build an app that checks if someone knows their stuff using an interview. You pick a...

Research status: Ongoing Current milestone: v0.39 Type: Experimental research prototype Repository:...

There's a new kind of technical debt, and it doesn't come from cutting corners. It comes from...

If you are building a RAG or agent pipeline over video, the transcript is the payload. Titles and...

Introduction Every on-call engineer has had the same feeling: an alert fires, the symptoms look...

In August 2026, less than a month after Moonshot AI's Kimi-K3 surprised the world, Alibaba Group...

If you let an AI assistant read your process list over MCP and ask it "is my PC safe?", everything an...

Prepared for the Kaggle Benchmarking Challenge. What I Benchmarked I build agents for...

A workflow pattern is spreading through Chinese AI developer communities right now: use the more...

GramSetu AI: Architecting Context-Aware Multilingual Civic Tech with Episodic Agent...

How AI is changing project management, from traditional task tracking to workflows where AI agents...