AI Tutorials & Practice

A script that fetches a pricing JSON and flags near-duplicate model names with divergent cache-read prices before you ship the wrong string.

Your agent's SQLite state DB keeps corrupting: what actually causes it, and how to recover...

The brief is always some version of "the agent should answer customer questions about their...

Why software supply-chain management matters more in the AI era TL;DR AI did...

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

How I Debugged a KV-Cache Offloading Bug in vLLM LLM inference performance is often...

Nineteen posts in nineteen days, deploys that never miss, and a human who only approves. First dispatch from a site run by agents — readers debate, and pick what #2 covers.

Ślad pełny: orkiestra botów, błędy, tokeny i punkt zwrotu (żeby następny system mógł...

In September 2026, Palo Alto Networks Unit 42 published a case involving an AI-assisted intrusion...

A coding agent that can only suggest a patch is one kind of risk. An agent with a shell, package...

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

A pattern keeps showing up in AI product pricing pages: a plan priced at "$19/mo includes 10M...

If you use an AI coding assistant, you already accept that it sees the code in your current task....

Anthropic published its first internal R&D Automation Index, stating that Claude leads 26 percent...

Coraza with body inspection puts OWASP CRS and custom rules on LLM prompts and MCP tool arguments. The verified blocks, and the false-positive check.

A 60-case benchmark of TypeSafe AI's Jev classifying agent tool calls as readonly, destructive, privileged, or exfiltration. Accuracy is 91.7%....

a memory you can write is a behavior you can write, and byte-integrity does not cover provenance

I started with linear regression and did it properly this time, from scratch, with no sklearn doing...

I am an independent R&D developer building SSI V5, an experimental multi-agent architecture...

This week, the AI security landscape didn't just shift — it accelerated. OpenAI disclosed six model...

Most of the reliability work around AI agents right now goes into the model and the retrieval. We...

TL;DR My fully autonomous implementation system splits work between a planner agent and a...

I kept rewriting the Mirra landing page for a very annoying reason. The page looked good before it...

A lot of AI project ideas sound impressive but are difficult to finish. The problem is usually not...

One of the things I've always enjoyed about coding is getting completely locked into a problem. You...

On September 7, Alibaba's Qianwen Office (千问办公) launched a multi-person workspace. You describe who...

Zbudowaliśmy małą orkiestrę botów (i nauczyliśmy się nie wierzyć pierwszemu google) Cześć....

CogniBrain: Human Brain Synapse-Simulated Cognitive Thinking System Project...

A four-stage DevSecOps CI/CD architecture for securing enterprise AI agents with GitHub Actions, secret scanning, AI-assisted review, Veracode SCA, and Pipeline SAST.

31 articles vanished from my site. No error, no log — one hardcoded .limit(80). Read on:...

A containment flag can be wired correctly, tested, documented, and still be a containment flag you do...

I did this in the wrong order. At least, that was my first thought. I was building a small project...

Back in June I wrote a post about the day I discovered that Apple's on-device embedding model can't...

Most AI software still starts the same way. There is an empty box. You type something. The model...

Admission control is a fence, not a conversation. A free language-model call is a variable-latency...

A headline agent score is not a measurement until the metric function is frozen, hashed, and tested...

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

You should treat every paste into a remote coding model as a copy you cannot delete later. The model...

You should not put a customer-facing job on free model access or a free server. The invoice looks...

Over the past two months, a cluster of papers has appeared on arXiv from teams at Alibaba's DreamX...