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Kimi K3 Is The Best Model Ever Made
But that doesn’t mean you should use it.Continue reading on Generative AI »
Enterprise Architecture Review Board AI Agent (Part 1): Human Decides. AI Prepares the Evidence.
Building an evidence-driven Agentic AI system for architecture governance, without pretending to replace…
Your Employees Tried AI Twice and Quit. One Factory Fixed It With Three Harsh Rules.
The AI doesn’t take the bonus. It doesn’t take the blame either. Both belong to the person on…
Claude Opus 5 Is The Best Model Ever
But it’s not the smartest model.Continue reading on Generative AI »
An AI Broke Into Hugging Face to Cheat on a Test. Then the Guardrails Blocked the Responders.
This isn’t a safety story. It’s an authorization story, and most companies haven’t written…
Claude Code’s Subagent System, Explained by Building One
A practical guide to specialized agents, parallel workflows, and building your own from scratch.Continue…
10 Years of Engineering. 11 Days of AI. Everything Changed.
A decade of engineering built a thriving ecosystem. Eleven days of AI rewrote the assumptions behind it.The…
Claude Code Deleted All of a Developer’s Files by Mistake and Blamed a Typo
Seriously, what’s going on with Anthropic models?Continue reading on Generative AI »
Swarm Intelligence: Understanding Kimi Agent Swarms
Swarm Intelligence: Understanding Kimi’s Multi-Agent SystemHow one orchestrator turns hundreds of AI agents…
The middle of the org chart is where AI cuts first.
Why experience no longer guarantees safety and judgment is becoming the new seniority.The comforting story…
AI Is Changing the Rules of Business
What Manus, DeepSeek, and Kimi reveal about a new era of growth. Where companies optimize for capability and…
I Used Git Wrong for Years — These 7 Lessons Changed Everything
The difference between surviving Git and mastering it comes down to a few surprisingly simple habits.From…
Inside the Final Layer: Logits, Sampling, and Structured Outputs in LLMs
How raw model scores become words, valid JSON, and filtered responses one token at a time.Most people treat…
Before ChatGPT “Went Rogue,” What Was It Asked to Do?
OpenAI’s models breached Hugging Face during a cyber evaluation. The missing prompt may be the most…
Building a Multi-Agent Workflow That Ships Code Without Me Watching It.
After recent research showed AI agents would blackmail engineers to avoid shutdown in honeypot scenarios, I…
From Two Agents to Four: A Test-Writer, a Verifier, and a Registry over A2A
Structured JSON data Parts, a subprocess pytest verifier, deterministic overrides in reviewer_graph.py, and…
How I Design Prompts Using Google’s Agent Platform
A practical framework for briefing AI like a team member and getting work you can actually use.I studied…
Behemoth among the strongest open-weights models.
Inkling: The new open-weights model.Continue reading on Generative AI »
How I Cut a 14-Day Local LLM Classification Job to 87 Hours
The smarter AI pipeline knows when not to call the AI.Image created by the author using Midjourney63,053…
Most AI Agents Don't Fail During Execution. They Fail Before Deployment.
Most AI Agents Don’t Fail During Execution. They Fail Before Deployment.Why evaluation criteria, feedback…
Gamma scaled like a bootstrapper, and indie hackers should steal the playbook.
How a 30-person company reached $100M ARR through obsessive onboarding, founder-led distribution, and…
All Frontier AIs Are Equal. Some Are More Equal Than Others.
A story about relaxed safeguards, broken sandboxes, and the AI models that learned which rules…
Hard Interrupt: You’re the Collateral in Someone Else’s Chess Game
Welcome to the age of coopetition.Partners one week, plaintiffs the next. You’re the collateral!…
Claude Code Is Optimizing for the Wrong Goal. Anthropic Finally Proved It.
The real objective isn’t solving your problem — it’s making your test suite happy. Anthropic’s own…