One in five Claude Code skills runs a bundled script. We read what those scripts do
Before you install a Claude Code skill, open its folder and look for a scripts/ directory. If the...
Tutorials
Quanto custa executar uma tarefa com Agentes de IA
No primeiro post, contei como levei ao Startup Summit, em agosto, a palestra “Preço por token não é...
NVMe-oF vs Local SSD for Checkpoints: The Restart Bill
Disaggregated flash looks cheaper per terabyte until a job restarts and a hundred GPUs wait on a shared write path that was sized for steady state.
Sparse MoE vs Dense Scaling: The Routing Tax Nobody Budgets
Sparse expert models buy FLOPs back, then spend them on all-to-all traffic, expert imbalance and a batch size that never quite fills every expert.
OpenAI Expands Daybreak With Blue and Red for Authorized Cybersecurity Work
OpenAI has expanded Daybreak into two controlled-access tiers for authorized cybersecurity work:...
We read 891 public Claude Code mods before installing any. Here is what they can do
Before you install a Claude Code mod, run one command on its folder and read two lines: claude...
Five Agents Running, Fans Screaming: 8 Commands That Find the Process to Kill
Agents leave dev servers and test runners running after the turn ends. 8 macOS and Linux commands to find that process tree and kill only it.
Three models, no human reviewer: how we gate AI-written exam questions
I build practice exams for Dutch certification exams: workplace safety (VCA), the hospitality...
Claude Code Hooks: Automating Your AI Coding Workflow
Claude Code Hooks: A Complete Guide to Automating Your AI Coding Workflow If you've been...
Request, Review, Accept, Repeat: My New Life Inside the Loop
Coding with agents turned my job into one infinite loop of asking, reviewing and approving. I lost the fun part of solving problems. Here's what I got back.
My AI security scanner reported three vulnerabilities in code it never read
The run said success. The dashboard showed three findings. The report read like a careful security...
Slashing AI Agent LLM Bills by 75%: Sub-Millisecond Context Compression and Semantic Prompt Optimization in Python
Slashing AI Agent LLM Bills by 75%: Sub-Millisecond Context Compression and Semantic Prompt...
I gave my open-source project an AI crew that cannot touch GitHub
How I built Steward Crew on Switch: three AI agents in Discord and Slack, one plain-Python Ledger,...
Real-time AI dubbing in the browser: five timing bugs and how we measured them
I work on YTVT (Your Voice Translated), a Chrome and Edge extension that translates the speech in a...
Goodbye, ChatGPT - Why I Cancelled My ChatGPT Subscription
OpenAI has built its brand on productivity. ChatGPT is sold as a tool that helps you think, write,...
The Agent Made the Test Green by Weakening It
When an agent resolves a red test by weakening its assertion rather than fixing the behavior, the suite goes green while the bug ships. Treat the test file as off-limits, require t...
Home-made Evals Just Taste Better
Note This is a shortened version of the original writing on kig.re — my personal blog. Here is...
How do I run untrusted LLM-generated code in an isolated environment?
Run untrusted LLM-generated code in a hardware-isolated sandbox with the network locked to an...
Nothing was broken. Nothing was watching.
I built a pipeline that finds open PRs in OSS repos, runs an AI review on them, and drafts a cold...
La allowlist que igual deja salir el .env
Dos fallas en mi firewall para agentes: lo que la allowlist permite termina siendo la salida del secreto, y el agente puede reescribir la política que lo juzga.
The right answer was the odd one out 67 % of the time
I build practice exams for Dutch certification exams: the VCA safety certificate, the hospitality...
My Claude Code router cost more than Opus. Here's what the benchmark taught me
I built AutoMode because most of my Claude Code sessions look the same. I ask a quick question, then...
Claude Code Ignoring CLAUDE.md? See What's in Its Context
When Claude Code ignores a rule, the usual move is to reword it. Start with the verb, use backticks...
I let an AI agent read one document. It tried to make a payment. Try it yourself in 60 seconds.
AI agents are getting real tools: email, payments, code repos, customer data. At the same time, they...