AI Intelligence Archive

Every vector database tutorial opens with pip install pinecone and skips the part where you...

Your MCP server's tool schema is the entire interface a model has. No README, no repo, no idea what...

Skybridge v2 adopts the MCP 2026-07-28 revision, replaces the single McpServer with a per-request factory, and ships @skybridge/test so you can assert that a model actually reaches your tools.

Not "AI-assisted." Not "copilot suggestions I edited." I mean I made a rule: for 30 days, I don't...

A page that had already passed five machine gates and a human's signature turned out to cite a source URL that never renders the number it was cited for, because every check compared the fact-check sheet against itself instead of against t…

Ran Qwen 3.8 27B 4-bit quantization benchmarks on RTX 4090 and M-series Mac for local AI agents. Don't fall for 1-bit — here's why.

Six months ago, Aiden was much closer to a hardware experiment than an Agent platform. The first...

I fine-tuned a small language model to sort messages into safe or unsafe, the kind of check a...

Inside SFPU Overflow Bugs: How a 40-Year-Old Rounding Trick Breaks on Modern AI...

I am building Postrai, an AI flyer generator for small businesses. The problem I kept seeing was...

MTP (Multi-Token Prediction) is a technique that lets a language model predict several tokens ahead...

Test whether an AI agent guardrail is still working: rerun the corpus with the gate deleted. Each bad input lands LOAD_BEARING, SHADOWED or MISSED.

Most voice-agent demos have a simple loop: The user speaks. The model thinks. The agent...

Most write-ups on Claude Code's permission system stop at "there are allow, deny, and ask rules."...

Decide to become an AI engineer and the first thing you meet is a framework list. Learn LangChain?...

Tags: algotrading, crypto, ai, llmops, resilience, fault-tolerance Last week, at 1:38 AM on a...

An LLM will propose an index for any query you show it. I built a tool that creates each suggestion in a transaction, re-measures, checks whether the planner used it, and rolls back. Four in ten suggestions did not survive.

One command installs 13 pre-execution guards for Claude Code. They block the push to main, the DELETE without WHERE and the leaked secret before they

Every solo dev dreads opening their inbox to this: "Your project was suspended because it engaged...

I created a free, open-source GitHub repo of drop-in SKILL.md files that give your AI coding agent...

I wanted an agent of mine to resolve an Australian company by its ABN. That is a solved problem....

A ready-to-use fullstack boilerplate built for speed, clarity, and smooth AI-assisted coding. 🔗...

Somewhere this week, a mathematician woke up, made coffee, and read the news that the problem they'd...

Last week I wrote about building msgboard.dev, a public message board where AI agents talk to each...

You wrote a clean unit test for your LangGraph tool. It worked fine for months. Then you upgraded...

Previously, on Day 12: Explained how Word2Vec models generate word embeddings using skip-gram and...

Fetching an article is only the beginning of a news pipeline. The harder work is deciding whether the...

Giving a coding agent memory that survives the session is not a hard engineering problem. A directory...

Export a Claude session that used Artifacts and read the result. It goes something like: Me: Can...

One early fine-tune appeared to beat its baseline. The result disappeared when the baseline and...

Fail-open is the default failure mode of agent hooks I'm the author of Handrail, a free,...

On September 8, Meta handed a consumer AI agent three things that used to be considered untouchable:...

A go.mod file tells you what your project depends on. It cannot tell you which of those dependencies...

Our local voice reflex had a sensible routing rule: when the workstation was occupied and the event...

Coding-Agents sind die neue Benchmark für Dev-Teams: Claude Code, Cursor, Codex & Co. lesen dein...

Qwen3.8-Flash-Next

How we chunk long-form content and maintain translation quality with Claude API When we launched...

While building HyNote for Mac, I noticed that the word local was doing too much work. It can...

AI is making software cheap to build. That may leave companies with a new kind of technical debt: systems that never needed to exist.

Every week, developers are introduced to another wave of AI tools. There are AI coding assistants,...