LLM Evals For Developer Tools: Useful, Correct, Safe
Someone on your team built an LLM feature. Maybe it's an inline code-suggest. Maybe it's a "fix this...
Tutorials
In an AI Builder + AI Reviewer World, What Should Developers Actually Review?
TL;DR If you frame yourself as the manager with final accountability, it becomes clearer...
# Agentic Systems for Big Query Handling in Distributed Environments: The Complete Engineering Guide
A data engineering team at a global logistics company submits a query: "Identify all shipments...
Stop writing glue code: Orchestrating Mistral infrastructure via MCP
Stop writing brittle API glue code. Learn how to use the Mistral AI MCP server to turn Claude into an infrastructure orchestrator for embeddings, batch processing, and content mode...
SHA-1 Bug smash Cracker
Project Overview SHA-1 Password Cracker — Browser Demo A small, safe demo that...
An AI agent opened an FCA-regulated merchant account in one prompt - full log
I'm Oded Kovach, co-founder and CTO of UniPaaS, the FCA-authorised Payment Institution (No. 929994)...
The Cold-Context Critic: A Reviewer That Never Remembers Writing the Code
Anyone who has written code and then reviewed it minutes later knows the feeling: the diff looks...
Bitarazzi Short Film: Imperfect Awesomeness🌱
I want to give you spoilers but you must watch it first. Here's basically what happened. Firstly,...
Codex encrypted its sub-agent prompts. Gate the spawn plan.
Pre-dispatch authorization for AI sub-agents means checking a child spawn's grant envelope (its role,...
느린 LLM 호출 중 DB connection을 잡지 않는 이유
AI 기능의 latency는 모델 응답 시간으로만 끝나지 않습니다. 요청이 LLM이나 embedding API를 기다리는 동안 데이터베이스 session까지 긴 범위로 유지하면, 느린 외부 호출이 DB connection pool의 압력으로 전파될 수 있습니다.
I catalogued 32 real AI-agent failures, then marked the ones we cannot stop
Every agent-security vendor tells you what they block. Nobody tells you what they miss. That gap is...
Flippermind-lite Release
Smallest language model, first release
Stratagems #15: Derek and Alex Shared One Server. ACL's AI Was Listening to Both.
When the enemy occupies favorable terrain, don't attack head-on. Use a decoy to lure the tiger down...
What running an LLM in production actually costs you
Every "build an AI app" tutorial stops at the demo. Prompt goes in, response comes out, ship it....
Métricas de qualidade de software na era da IA
Não é novidade para ninguém que estamos passando por uma transformação na área de desenvolvimento de...
The Architecture of Presence: A Manifesto for Embodied AGI
I. The Terminal Velocity of Disembodied Intelligence The current paradigm of artificial...
The 'You Decide' Reflex: Blocking AI-Agent Decision Punting with a Stop Hook
A capable AI agent gathers all the data to decide, then hands the choice back — "which do you prefer?" — because the training gradient rewards deference as politeness. That's offlo...
Smash Story: The Demo Script That Out-Debugged My Test Suite
A green 10-test suite, a broken production default, and the 10-minute smash — how a live demo caught an API-contract bug that mocks never could.
I built StreamHost, a private and high-quality screen sharing-sharing app for Tailscale and LAN
I built StreamHost because I spend a lot of time streaming privately among friends and got frustrated...
Post-Mortem: Building a Local MCP Server for Codebase Memory using Ollama and ChromaDB
Developers are pushing back against cloud API billing and the privacy risks of sending proprietary...
Three AI Agents That Actually Write Code for You (and How to Use Them)
I got tired of copy-pasting snippets from ChatGPT If you're still bouncing between your...
Build a Natural Language to SQL API in Python
Use Telnyx AI Inference to turn plain-English questions into validated, read-only SQL.
zapier/marketplace fresh off the press!
Your AI coding agent shouldn’t stop at writing code. If you’re using Claude Code, GitHub...
Made a small set of Playwright skills for myself and coding agents. Figured I'd share!
Made a small set of Playwright skills for myself so my coding agent stops writing tests I'd reject in...