· Strategy
The Context Window ROI: Why RAG is a Tax on Reasoning
At $5 per million tokens with Gemini 2.5 Pro, the context window is no longer a scarcity. It is an asset class. It is time to rethink the true cost of RAG pipelines.
From the Front Lines of Tech
Sharing strategic insights and lessons from over 20 years of building scalable systems, leading high-performing teams, and navigating complex technology shifts.
Optimizing LangGraph Cycles: Stopping the Infinite Loop
Preventing infinite recursion loops in reasoning chains with robust circuit breakers.
A2A Architectures: Tools are not just Functions (The Two-Phase Commit)
Why Agent-to-Agent (A2A) interactions and Side Effects require a 'Two-Phase Commit' for safety.
The Blackboard Architecture: Solving the Agent 'Phone Game'
Chains are brittle. We need a shared state object for robust multi-agent reasoning.
Speculative Decoding: Cheating Physics for Latency
Using a 'Draft' model costs 10% more VRAM but saves 50% Latency. Here is the mechanics of the gamble.
· StrategyAgency as a Service: The New Unit Economics of AI
Why selling outcomes vs. selling seats changes your margin profile entirely.