AI Tutorials & Practice

It's really easy to spin up Unsloth and fine-tune Llama 3 in an afternoon. I wanted to see what...

agent-trace-witness v0.1.0: signed readiness seal, post-execution capture, and PROV-DM...

Last week I argued the obvious part: most production LLM traffic — extraction, classification, short...

Why in-process audit logs fail under agent compromise, and how to fix them with out-of-process,...

My son recently came to me to brag about using AI to find our ancestors. While the results were...

This started as an abstract way I think about AI. I wanted to manipulate files inside my own local...

ChatGPT Plus is $20 per person per month. A team of five is $100/month, forever, whether anyone used...

Disclosure: I used AI to help organize and edit this article. The implementation details and...

Enterprise AI in 2026 has transitioned from simple prompt engineering into complex agentic software...

As a developer, I've learned that the strangest requests often lead to the most interesting technical...

AI coding tools have become extremely capable. Claude Code can understand a large codebase. Codex...

A deliberately strict process for preventing false completion in autonomous software...

Architecture diagrams become unreliable when the code changes but the diagram does not. Archify...

I run an OpenAI-compatible gateway. Every day I fire the same request at it three times and write...

You can scrub every password from a prompt and still leak a working map of your company....

Do you ever feel like the AI world has moved forward a little too quickly? You hear about...

I love AI I used every single day. so this is not, by any means, an antiAI rant. quiet the opposite...

I set out to learn Amazon Bedrock AgentCore, AWS’s managed runtime for AI agents. So the plan is to...

AgentGPT pricing in 2026: free tier, $40/mo Pro, custom Enterprise — plus how the 25-loop cap and reliability decide what your money actually buys.

The best prompt I ever wrote was a README. What changed when I moved my conventions out of the chat window and into the files they describe.

A few months ago I dug out a box of family photos from the 80s. Most were faded, scratched, or had...

I built an arena where two AI agents fight over a network in real time. One of them refused the job. The other one started laying false trails.

A session commit reported success. The memory extraction produced zero memories. No error dialog, no...

I sat in on Margaret-Anne Storey's DORA community session last week, and she put a name on the thing...

GitHub Repository: https://github.com/13manmayarai-hash/omnicache-proxy (MIT Licensed) What...

Before asking an AI coding agent to “fix this bug,” there is one question worth asking first: Does...

One of our product levers is capped at three executions per ISO week. In week 2026-W35 the ledger...

Previously: 9 Bugs That All Looked Like a Working System · I Built an AI That Rewrites Its Own...

Three gotchas installing a plugin into someone else's agent This one is scoped tight:...

The discriminator between a membrane and a logger The first version of this test passed...

Lint is green. The bot left forty comments about naming. Somebody typed LGTM. Then billing...

The /journal skill from my breadcrumbs post is now a Claude Code plugin anyone can install. One glanceable callout per topic, colored by season with an icon for the weekday, three Notion calls per run. What it writes, how to set it up, and…

Before GPUs. Before neural networks. Before transistors were even a rumor. There was a hungry cat in...

Telegram exports two different shapes, and neither is the hard part. The hard part is packing messages under a 500k-word source cap and making the second run idempotent.

Every developer I know now runs an AI coding agent in something like auto-accept mode. Claude Code,...

Your coding agent finishes a task and tells you the tests passed. You accept the report. Later, when...

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...

A review protocol that challenges the scheme first, then the code, then stops. Full prompt included.

I build and sell Reestri, a small catalog of paid Apify actors that answer one kind of question: who...

Most "AI-powered" side projects follow the same arc: a slick demo, a hardcoded API key, one shared...