#Perspective
5 articles filed under this tag
Your AI Model Isn't Dumb, Your Harness Is Broken: A Practical Guide to Harness Engineering
Why RAG and MCP are Context Engineering rather than a harness, how true Harness Engineering (Agent = Model + Harness) governs execution via Feedforward Guides, Mechanical Hooks, Agent-Teaching Sensors, and Isolated Verifiers, and how to build one with Antigravity CLI (agy), Google ADK, Gemini 4 Argon, and Gemini 3.8 Flash.
Stop Stuffing Your System Prompt: Why Agentic Coding Skills Are the Secret to 10x Smarter AI
Why dumping 40 runbooks into your system prompt triggers context rot, and how the open Agent Skills specification (SKILL.md), 3-tier progressive disclosure, Antigravity CLI (agy), and Google ADK's SkillToolset let Gemini 4 Argon and Gemini 3.8 Flash load expertise just-in-time instead of just-in-case.
Stop Forcing Poets to Return Booleans: Why TypeSafe AI’s Jev and System One Architecture Change Everything
Why the co-creator of RLHF built the anti-chatbot: deconstructing TypeSafe AI's Jev, Reinforcement Learning for Calibrated Decisions (RLCD), and how the Choice, Score, and Noul primitives reshape enterprise System 1 vs. System 2 cloud architecture.
From Perceptrons to Transformers: Geoffrey Hinton and the Triumph of Connectionism
An architectural retrospective on Geoffrey Hinton’s Nobel Prize, the long winter of neural networks, and what enterprise architects can learn from scientific conviction.
Building a Private, Gemini-Powered Command Center on a Mac Mini using OpenClaw
We are moving past the era of generic chatbots. It’s time to build systems that actually know you, work for you, and respect your boundaries.