AI Intelligence Archive

Right now, juniors are struggling. Whether you're trying to become a developer, a designer, or a...

Ciao Amici 👋 Every hiking trail in the Alps has a map at the trailhead. A good one shows you the...

Open source has always been one of my favorite ways to learn software engineering. You get to work...

A PM, a builder, a tester and a reviewer research what users want and ship it test-first into a real finance app, inside Slack, through Switch. Here's how it works, what they caught, and how to run it yourself.

This is a submission for the Presage SmartSpectra SDK Challenge. You hand Claude Code a task. It...

TL;DR. You wrote the rules, talked through the plan and went to bed. In the morning you find that...

How we built Warrant for the Flip the Switch Hackathon 2026—a deterministic scope gatekeeper and hash-linked authorization ledger for autonomous coding agents.

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

Subtitle: Why long-running AI agents make incorrect decisions even when their reasoning is sound, and...

A family group chat is a surprisingly difficult place to put an AI agent. One person wants to visit...

Building ExeGuard AI: How I Used Switch to Create a Collaborative AI Security Investigation...

Every software company loses days at the same hand-off. A customer writes "I think I was...

You ask a coding agent to fix a bug. It edits the file and replies "fixed, all tests pass"....

Azure Storage offers highly available, massively scalable, and durable storage for a variety of...

Your agent's terminal scrolls faster than you read. Record it with asciinema, replay at 4x, stop on markers, grep the text, and keep the .cast local.

The assistant writes a Bash script in twelve seconds. The script has comments, a progress message...

⚡🎮 NeonGauge: Let a Tiny Pixel Buddy Watch Your Claude Limits For You 🎮⚡ Ever been deep in a...

Voice notes are everywhere on WhatsApp, but they're a nightmare when they're in a language you...

The most useful thing my on-call agent has ever told me was three words long: don't restart it. It...

What if an artificial intelligence, while trying to protect us from danger, unintentionally helped...

My "studio" is one person in Japan, a handful of shipped products, and an AI agent named Muse that...

I'm developing a belt-scroll beat-'em-up set in Bakumatsu-era Japan — swordsmen, the Shinsengumi,...

I'm a solo game developer in Japan. I ship iOS games and small web services by myself — design, code,...

I was laid off in August. I didn’t start searching for a new job immediately; I took some time for...

The alert said checkout-api p99 4.8s, HikariCP 50/50, v3.18.2 deployed 12 minutes ago. I gave it to...

How we built a safety-critical, trilingual railway dispatch agent using Google Gemma 4, Google ADK, and serverless Cloud Run at DevFest Baku 2026.

Originally published, with an interactive forgery widget, at...

I Keep a Log of Every Rule My AI Agent Broke. The Patterns Are Uncomfortable. My coding...

Ming-3.0-tts-0.5B peaked at 2.9 GB and ran at about 0.65x real time. The Python decode loop sets the pace, not the card. What to measure first.

How I run Claude Code, Codex, Antigravity and Hermes as a managed team: one orchestrator, roles before tools, task packets, cost routing, and verification before trust.

Most of the bad code I've gotten from coding agents wasn't badly written. It was the right code for...

Last week I read about a lab experiment where a prompt injection was hidden inside an ordinary...

“Shift’s over. Who keeps the promise to call the customer back?” That question is where Baton...

Stop trusting AI edits on faith. Learn how to build post-edit verification hooks that make Claude Code run git diff, tests, and type checks before you ever see the changes, turning agent sessions into self-validating workflows.

Running local LLMs via Ollama, LM Studio, or llama.cpp usually starts with the same guessing game:...

LLM agents are increasingly used for open-ended tasks, very common in research scenarios where they are required to explore, investigate, or act curiously. At inference time, an LLM is a fixed map from context to next-token distribution, t…

Mobile robotic sensing systems must adapt to operator requirements, limited resources, changing connectivity, and observation opportunities shaped by physical motion. Evaluating runtime strategies therefore requires assessing whether their…

Putting AI Agents on Call: How We Built an Autonomous SRE War Room in Slack with Switch and...

AI assistants advise users about diet, exercise, and weight loss---areas in which unsafe guidance can worsen body dissatisfaction, dietary restriction, compulsive exercise, and other behaviors associated with eating disorders (EDs). Existi…

We present a novel GPU-accelerated global solver for constrained nonlinear programming (NLP) inspired by the efficient linear bound propagation framework in neural network (NN) verification. Existing work on NN verification, a problem that…