Showing 1–12 of 19 articles tagged AI Architecture
AI Strategy & LeadershipDeep dive
AI Is a Five-Layer Cake. Pick the Slice That Keeps Paying.
Energy, chips, systems, models, applications. Every layer matters. Only one pays compounding returns. A framework for picking yours.
19 Apr11 min read
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AI Product BuildingDeep dive
I Try to Jailbreak Every AI Chat I Use. Most of Them Let Me.
Six production chat surfaces, a habit of breaking every AI chat in the wild, and the defence-in-depth stack that keeps your prompts contained.
15 Apr16 min read
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AI Product BuildingQuick read
The Ticket Is the New Prompt
Chat is the wrong interface for AI agents in professional software work. A well-written issue is a better agent instruction than any prompt.
7 Apr5 min read
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AI Strategy & LeadershipDeep dive
Agentic AI Security: Why 97% Detection Is a Failing Grade
A 97% attack detection rate sounds fine until an agentic system has tool access, private data, and a path to action. Then it is a breach rate.
4 Apr10 min read
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AI Product Building
Tests Pass. Does It Think?
When AI writes the code, green CI isn't enough. The new discipline is understanding and defending the choices the model made — not just the ones you made.
25 Mar8 min read
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AI Product Building
Fred Brooks Is Dead. Rewrite the Damn Thing.
The 'never rewrite' doctrine was based on rewrite cost. AI has collapsed that cost to days. Pre-launch rewrites are now a product strategy, not a failure.
22 Mar7 min read
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AI Product BuildingDeep dive
AI Didn't Kill Coding. It Killed Typing.
AI coding is the sixth abstraction layer in 80 years. Every previous layer was dismissed as not real programming by the practitioners of the one below.
12 Mar10 min read
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AI Product BuildingDeep dive
How to Measure an AI Product (When Traditional Metrics Lie)
DAU, time-in-app, and NPS were built for a world where humans do the work. AI products need different metrics. A framework for what to measure and why.
9 Mar10 min read
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AI Product Building
The Bitter Lesson Kills Your Orchestration Layer
Scaffolding gives you 10-20% gains that the next model wipes out. The bitter lesson for product builders: give the model tools and a goal, not a workflow.
7 Mar8 min read
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AI Product Building
The Winning Agent Had No Better Model. It Got Shit Done.
Weekend build to 145K GitHub stars to acquisition in weeks. The pattern: agents that execute locally instead of chatting in a browser window win on adoption.
27 Feb9 min read
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AI Product Building
Build for the Model That Doesn't Exist Yet
Your AI product market fit depends on a model that has not shipped yet. Build your product architecture for the capability curve, not today's snapshot.
26 Feb9 min read
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Industry & MarketsDeep dive
Voice Agent Playbook: AI Phone Calls in Production
I built AI voice receptionists that handle real phone calls for real businesses. Latency, conversation flow, graceful handoff. Here's what actually matters.
24 Feb11 min read
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