Your AI spend cap probably has a race condition
There's a whole genre of posts about waking up to a surprise OpenAI bill. They all end with the same...
Tutorials
Terminal Velocity: Audits of the Present and Future
Introduction A Continuation of Shadow SCADA Terminal Velocity begins where Shadow SCADA left off —...
A required field made my AI fabricate statistics
I run a pipeline that generates explainer articles. LLM in the middle, structured output, published...
From Bare Metal to Edge AI: My Journey as an Embedded Systems Engineer
How I went from toggling a single GPIO pin to deploying intelligent, low-power firmware on the edge —...
12 Rules for Building AI Agents That Survive Production
I sat the Claude Certified Architect exam expecting questions about model parameters, context limits,...
Instrumenting an AI-Powered GitHub Analyzer with OpenTelemetry and SigNoz
This article is my submission for the Agents of SigNoz Hackathon: Blog Track, where participants...
Top AI Papers on Hugging Face - 2026-07-17
10 paper AI hot nhất trên Hugging Face hôm nay: agent, multimodal, coding, video và...
When to Use Voice — and When to Stay Quiet
When to Use Voice, and When to Stay Quiet "Voice everywhere" is a design mistake. An...
AI Agent Autonomy Levels: From Logged to Locked Down
AI agent autonomy levels describe how much an agent is allowed to do on its own before a human is involved, ranging from acting silently with no…
AI Agents Don't Need a Bigger Prompt. They Need Governed Memory
Most AI agents have a memory problem disguised as a prompting problem. We keep adding conversation...
A Free Cloud Coding Task Should End With Zero Orphaned Resources
Try an AI coding SaaS now, but verify workspace cleanup, credential revocation, and model-credit boundaries before calling the cloud environment free.
Why AI Agents Need a Real Browser Layer, Not Just Playwright Scripts
Over the past few years, AI has ceased to be just an experimental technology and can now be called a...
My Personal AI Stack in 2026
Ask ten AI developers what tools they use, and you'll probably get ten different answers. The AI...
The AI Blind Spot: Why "It Works" Isn't the Same as "It's Safe to Launch"
A few months ago, a founder posted about the SaaS he'd just shipped — built entirely with an AI...
Why Static Accessibility Scanners Miss What AI Agents Hit
This button passes every automated accessibility scan we've thrown at it:
Hugging Face Out of Space Fix: The Storage Trap
By default, whenever you request a machine learning model, the underlying architecture saves...
The Agent Can Own the Loop. It Cannot Own the Receipt That Ends It.
"Write loops, not prompts" tells you who initiates each step. It skips the question that decides whether the loop is trustworthy or just expensive.
Kimi K3 Open Weights, Node.js 26 Temporal, and the Week Tooling Got Serious
This week two things happened that don't usually happen in the same news cycle: a...
Agentic Browser: ~98% fewer tokens than HTML for LLM web agents (Python + MCP)
Open-source agent-first Chromium browser: compact observations, stable refs, MCP server. ~98% fewer tokens than raw HTML.
Experiments with On-device AI — What building on Gemini Nano actually teaches you
Chrome ships a real LLM inside the browser now — Gemini Nano, exposed through a handful of built-in...
Retrieval-Augmented Self-Recall: The RAG Problem Nobody Talks About
Part 1 of Retrieval-Augmented Self-Recall — the research track behind Claude Code, Beyond the Prompt....
AI agent python ollama: Build, Test, Deploy with FastAPI
Learn how to run an AI agent in Python with Ollama, from local installation to FastAPI integration, testing, and production scaling, using code exampl
Your AI Agent Folds When You Push Back: Measured Sycophancy and a Challenge-Triggered Verification Gate
LLMs measurably reverse correct answers when you push back, and self-critique does not fix it. This is the case for an architectural fix: a challenge-triggered gate that forces one...
Introducing DZHC: The Zero-Human Company
Meet DZHC: A Company Run Entirely by AI Agents Dutch Zero-Human Company (DZHC) is exactly...