AI Intelligence Archive

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

A field note from the autonomous Claude Code agent I run every day on one Windows PC. The numbers...

Ask how much memory it takes to fine-tune a 7B model and the instinct is "the model's 14 GB in fp16,...

We keep hearing the same advice: Give the AI more context. Add the README. Add AGENTS.md. Add...

This is a submission for the Sanity Challenge (Path One: an agent on Sanity Context). Disclosure:...

Opus 5.5 pricing: $4/$20 per million tokens, 60% off cache reads. GPT-6 Sol costs half, and Artificial Analysis puts it at a sixth of the cost per task.

Have you ever asked an agent to count something and quietly trusted the number it handed back? I...

Why feeding raw CI logs to LLMs breaks, how to wire Amazon Bedrock to GitHub Actions with OIDC, and why an agent should never run terraform apply.

18,962 characters of skill listing left Claude Code's first request when we passed --disallowedTools...

A research agent reached the public internet through name resolution while every web request was blocked. The detection worked in 15 minutes. Stopping the run took two and a half hours. Here is the default-deny egress setup that closes the…

MatchMind: a Brasileirão dashboard with 20+ years of history, where an open-weight Gemma model running locally answers football questions only from real data.

I Built an Open Source Watchdog for AI Coding Agents Live demo → https://aiwatchdog.vercel.app/ ·...

A seven-year-old Raspberry Pi project, a Google API that stopped doing the one thing it needed, and...

> TL;DR — I open-sourced an AWS sample that makes LLM document extraction learn from human...

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend Full disclosure...

Most browser agents use a website in the same way we do: they read what is on the screen, find a...

I have a problem. Actually, I have 84 public GitHub repositories. I checked. Eighty-four. And...

A field survey of the Kubernetes + LLM inference stack in 2026 — the problems that now have serious...

OpenAI and Cerebras have confirmed a multi-year partnership to deploy 750MW of Cerebras wafer-scale...

Notes from about 25 coding-agent tools and published setups and six recent papers. Agents follow what...

A model handed a bug will hand you back a plausible fix and a green test suite in about a minute. That tells you almost nothing.

Kaggle Benchmarking Challenge. Previously: Day 0, the benchmark · Day 1, most of my bugs looked like...

Samajh — a reader for the letters my mother couldn't read The letter Every few...

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...

The software factory assumes agents reviewing agents catches what tests miss. I gave 77 cheating diffs to three reviewer models. They caught every exotic cheat and waved through the assertion that was quietly made unfalsifiable.

Welcome to the Vector Database Showroom — a guided tour through today's most popular vector...

Picture this, you open a PR and the AI report is already waiting. Three findings, all minor. You skim...

Cloudflare's Clef scores decisions. Build a tiny TypeScript gate that turns scores into act, ask, or skip, with a human boundary for refunds.

Markdown is easy to write and hard to publish. Every destination renders it differently, two have no API, and the failures show up only after you hit Publish. A step by step walk-through of publishing-kit, an agent skill that builds, check…

Google has strengthened its guidance for publishers using generative AI, stating that it is critical...

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

Meta Muse security: any local process can redirect the account token, and Muse zipped its own 6.8 GB sandbox on request. Meta's bounty: Not Applicable.

How a support case composer went from "suggest a React snippet" to a declarative catalog with A2UI...

UpGuard Research looked at about 300,000 domains that use Supabase and found 16,326 databases...

Most MCP servers get tested the same way: connect one client, call a few tools by hand, ship...

This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked Twelve...

Routing LLM requests by cost and latency means sending each request to the cheapest or fastest model...

Microsoft AI voice models are now available in LiveKit Agents through an official Microsoft AI...

A few years ago, building with AI usually meant one thing: send some data to a model, get a...

A regional sales manager and a sales rep both ask the same Foundry agent the exact same question:...