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Give Your Local LLM Private Search and Anti-Detect Browsing with SearXNG and Camofox
Two Docker-backed MCP servers, self-hosted search that doesn’t log you and a Firefox fork that resists…
Citations Over Cosine
How we pick the one regulation a policy is actually about, before spending a single token on the…
Why Backend Architecture Matters More Than Your AI Prompts
The bottleneck in building autonomous agentic systems isn’t model intelligence. It’s distributed state,…
Your AI Agent Isn’t Dumb. It’s Locked Out.
The smartest model in the world still can’t do your job if it can’t log into your tools. That’s the…
From Benchmarks to Reality: Inside Ilya Sutskever’s New Age of AI Research
We’re Moving from the Age of Scaling to the Age of Research — What This Means for AI?Continue reading…
The Boring Truth That Wins in Production
Why 306 AI Teams Chose Simplicity.Continue reading on Generative AI »
I designed an Agentic AI system, end-to-end.
I tried to design a banking chatbot agent, understanding MCP, tool calls, memory, and the harness for the…
Architecting Autonomous AI Systems: The Complete Guide to Building Production-Grade Agentic…
How modern enterprises are leveraging stateful, multi-agent architectures to transform decision-making,…
Why 80% of AI Agents Breach Their Intended Scope
Why unforgeable biometric receipts will define future agentic consent.An editorial studio installation…
pgvector vs Chroma vs LanceDB vs FAISS: I Benchmarked All 4 Defaults.
LanceDB’s one-line create_index() took 190 seconds to build and lost 473 answers. The database everyone…
The Most Important Part of OpenAI’s “Alien Mind” Warning Is Observability
AI is beginning to accelerate AI research. The uncomfortable question is whether our ability to monitor it…
Skills vs. MCP vs. RAG vs. Memory: How to Actually Give AI Agents the Knowledge They Need
A practical guide to the four ways agents get knowledge beyond their training data, and exactly when to reach…
A Data Model an AI Can Actually Understand
How I use Dataform and GitHub to maintain metadata, trace calculations, and give agents access to the…
GPT-6 Astra vs Claude Fable 5.1: Which AI Should You Use?
What independent benchmarks and developer tests tell us about coding, research, cost, and…
Every AI benchmark I’ve published had a bug that would have flipped the headline.
Not a benchmark I read about. Every benchmark I built, measured, and put my name on.Continue reading on…
Stop Using Claude Code Like a Chatbot
Still chatting with Claude Code like it’s ChatGPT? Here’s the CLAUDE.md, plan mode, and headless workflow…
Shrink the Brain, Keep the Smarts: A Practical Guide to Model Distillation (and How Easy AWS…
Shrink the Brain, Keep the Smarts: A Practical Guide to Model Distillation (and How Easy AWS Bedrock Really…
Cache Me If You Can: The Secret Life of Q, K, V — and Why Your RAG App Is Still Slow
A field guide to KV, Prefix, Prompt, and Semantic caching: who controls what, what gets thrown away, and what…
I Checked My Own AI Search Data Before Writing Another AEO Article
After publishing so much about AI and SEO, I wanted to see what Google’s own data said about…
I See Claude Fable 5.1 Differently After Using It for My Writing Workflow
The bigger change isn't longer answers. It's keeping more work connected.Continue reading on Generative AI »
Your AI Agent Has a Loop Problem
Maybe it needs a graph instead.Continue reading on Generative AI »
The Complete Agentic AI Learning Roadmap: From Zero to Building Production Agents in 2026
“Agentic AI” has gone from a niche research term to the most-searched phrase in the AI space over the…
Agent Compute Broker: Stop Using Your Best AI Model for Every Task
The next step for AI coding agents may not be choosing a better model, but using a scheduler that decides…
You Challenged the AI. It Sold Harder.
Sycophancy tells you what you want to hear. Persuasion bombing defends what the model already said.You said…