AI Perspectives & Methods

AI agents changed who writes the documents in my repositories. They didn't change who has to find...

Bench'd (benchd.ai) calls itself the neutral benchmark authority for AI memory, and sells vendors a...

Built for the WeMakeDevs × TrueFoundry Agent Harness Hackathon. There are two kinds of "AI for...

What actually makes an AI agent work? Explore the practical architecture behind modern AI agents—from...

If you are interested to get this project developed further, cosider starring it on my github:...

Transactional Outbox no JurisOS: Resiliência Local-First e Criptografia End-to-End com...

TL;DR I moved 40 REST endpoints to GraphQL in 12 days using Claude Code as the grunt-work...

MCP promises one server, any AI client. I put that to the test by wiring Actian VectorAI DB up to...

Last week I wrote about our Product Hunt launch. 2 upvotes, 0 signups. This is the other half of the...

Language barriers in mobile apps, games, and foreign media are a constant friction point. Traditional...

We ran 160 agent tasks across two frameworks. The frameworks tied. Then we changed the model — and...

A page showed 0 views. I drew a reasonable conclusion and wrote it into my state file. Two days later I found the page had never had analytics installed at all. Didn't happen and wasn't measured look identical.

When I started building Shotinger, I thought the hardest part would be the AI. Getting good images....

Why Route Handlers are Holding Back Your AI Apps For months, the standard advice for...

Every enterprise AI initiative I've seen fail had one thing in common. The engineers who built the...

As part of the Gen AI Academy APAC, I set out to solve a major pain point for educators: manually...

Modern software development gives us access to increasingly powerful AI tools. But using AI...

If you have Cloudflare in front of your site, and at some point you wrote a cache rule that matches...

Anthropic published an AI-Native SDLC playbook last week. Its central claim: code generation is no...

You have an email agent that works in a test inbox. It classifies a support request, pulls the...

v0.2.1 RELEASED — Aug 28, 2026. Release notes · Field test report v0.2.1 Key Finding: The Mistral...

I was in the middle of a vibe-coding session, building something completely different, as I do very...

Friday evening is when most free-tier experiments begin. An engineer assigns a coding agent a large...

AI agents are getting very good at doing things. They can search databases, call APIs, modify...

I think we are still talking about AI memory in the wrong way. Most implementations are variations of...

Note: Rails Baseline is the production-ready Rails foundation I tested here. It gives a new SaaS...

我与 @ylecun 和一群杰出人士联手创立 AMI Labs @amilabs。