AI Intelligence Archive

Four developer stories from October 27, 2026: Cohere's report of a Qwen model trying to upload a probe file from a sandbox, Open3DLab's account of a crawler labelled Robl

On GitHub a PR into production looks exactly like one into staging. The base branch is a small grey...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4. What I...

Our engineers choose the work and make the calls, coding agents keep it moving overnight, and gates decide what merges. Here is how a normal day of ours runs.

The MoE coding model I put on my RTX 5090 was 3x faster with equal single-shot quality, so it became my opencode default. Then it went 0-for-5 on multi-step agent work. A record of porting RFC 6902 with a 112-case conformance suite as the …

Building AI agents is one thing. Building systems people can trust with real-world consequences is...

AI shopping experiences are making product information a more direct part of search visibility. A...

A CTO gave the engineering team a target: double productivity with AI. The team hit it. Merged pull...

On Cloudflare Workers AI, 155 GLM-5.3 responses contained other customers' data — stale KV-cache pages served with HTTP 200. The mechanism, the 25-minute repro, the SGLang bug behind it, and a canary script that tests YOUR provider for cro…

What if you could create professional motion graphics for your videos without spending hours manually...

Maya Research open-sourced Maya 2 TTS for 12 languages under Apache 2.0. What shipped, where the benchmark claims stop, and the 5 GB catch nobody mentions.

Originally published on ImportStatic. If your Go service registers a global OpenTelemetry tracer...

What happens when a RAG system retrieves the right document, but that document tells the AI to ignore...

PageSift 0.80: extraction results that warn when they're incomplete, a rebuilt PDF layer that preserves structure, hand-written Office/EPUB parsers, and a fuzz pass — with correctness held to a no-speed-regression rule.

Every benchmark tells a model what to do. I wanted to see what happens when nobody does. So I gave...

One view out of three. Two templates out of three. Three prompt builders out of four. Six languages...

When I published the calibration study showing the GEO score does not predict citations, one question...

A methods note. One person's lab; a full run of one model costs $1-41. Every claim below comes from a...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

A frontier model ended two unattended builds after 16 and 37 of 300 allowed calls with the words \"I'll get to them next.\" Turn-end is not completion. Here is a stop-check that reads the diff and re-runs the tests before your pipeline bel…

Meta's Muse gives its agent a stand-in token and swaps the real credential in at the network boundary. After two October incidents around that agent, here is how to build the same boundary for your own stack in a single Node.js file with n…

I built Stepswitch, a free, MIT-licensed orchestrator for coding agents. It splits a task into steps...

This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4: Ghost in the...

The European Commission has begun enforcing new EU AI Act transparency requirements that affect AI...

TL;DR An open-source LLM gateway gives applications one place to connect to model...

The pre-merge checklist catches a bad migration's shape: no rollback, a table rewrite hiding in one...

Free capacity has no price, but it does have a shape. That shape bends at some concurrency level you...

Most secret leaks in AI-assisted work do not happen in the sentence you type. They happen in the...

Why a better system prompt won't save your AI agent from prompt injection, and the structural limits that will.

The gap between publishing a correction and seeing it reflected in an AI-generated answer is becoming...

The Data App Framework, v2.0 · October 2026 Venkata M Sangaraju, Sr. Database Engineer On October 8,...

Anthropic’s Model Context Protocol (MCP) is arguably the most exciting architectural standard to hit...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

Instinct is an AI assistant you text on WhatsApp, iMessage or SMS. It works through the accounts you...

By the Birinchi Shop team In Uzbekistan most online shopping still ends with cash. You pick a...

A few weeks ago I wrote a small Kubernetes operations agent without using any agent framework. It is...

If you run an AI agent on anything real — a production repo, a scheduled job, a business process —...

A solo builder in Japan on designing for the day updates stop: static hosting, honest missing-data...

Stop reading code. Start reading what your app does. Project page · Github repo AI writes the...