Intelligence Briefings
Ideas and field notes on AI systems, product development, and the future of work.
The Death of Syntax: Why Vibe Coding is the Future
Traditional programming paradigms are shifting. As LLMs handle the boilerplate, engineers are becoming architects of intent rather than writers of syntax.
Architecting Agent Swarms: Multi-Agent Systems
Single agents are useful. Swarms are revolutionary. A deep dive into the orchestration patterns required to build self-healing, autonomous agent fleets.
Prompt Engineering is Dead. Long Live Context.
Why "magic words" are being replaced by systematic context orchestration and RAG pipelines in enterprise environments.
The Enterprise RAG Stack: From Toy to Production
Moving beyond simple vector search. How to implement hybrid search, reranking, and evaluation harnesses for mission-critical data retrieval.
AI Search Optimization: A Technical Playbook for 2026
AI search optimization is not a secret markup layer. It is the disciplined work of making useful pages crawlable, understandable, well-connected, evidence-backed, and measurable.
GPT-6 Astra Has Been Out for One Day. The Most Interesting Part Isn’t the Benchmarks.
OpenAI’s newest model is already forcing a bigger question: what happens when AI stops being something you ask—and starts becoming something you delegate to?
How to Scope an AI Automation Pilot That Survives Production
Most AI automation pilots fail at the boundary between a convincing demo and a workflow people rely on. Scope the boundary first and the pilot has somewhere to go.
Where AI Belongs in an RFP Response, and Where It Does Not
AI can take the copying, searching, and checking out of proposal work. It should not take the accountability. The useful line runs between those two.
What Is Vertical AI? A Practical Definition for Operators
Horizontal AI gives everyone the same capable assistant. Vertical AI is built around one industry's documents, rules, and handoffs, and it earns its keep in the details a general tool never sees.
How to Vet an AI Agent Skill Before You Install It
An agent skill is a set of instructions your agent will follow with your permissions. Read it the way you would read a script someone emailed you, because that is close to what it is.
What a Fixed-Scope AI Engagement Should Include
A fixed scope protects both sides only when it is specific. These are the sections we expect in a statement of work for an AI build, and the questions that expose a vague one.
How to Evaluate an AI Search Optimization Service
AI search optimization has attracted a lot of new vocabulary and very few new rules. A credible service starts from the search fundamentals the platforms document and measures what it changes.
How to Run an AI Enablement Program That Changes How Teams Work
Most AI training teaches tools. Useful enablement teaches a team how to do its own work better with them, under rules everyone understands.
AI Workflow Discovery: How to Find the Right First Automation
The hardest part of AI automation is choosing what to automate. Discovery done well turns a vague ambition into one workflow with an owner, a boundary, and a test.
Build vs Buy Custom AI Agents: When SaaS Isn't Enough
Buy when the workflow is standard and the vendor's controls match your review and permission needs. Build (or extend) when they don't.