Ravi Teja Palanki

Agentic Stack · 35 episodes

T01Prompt ≠ Context T02The Context Window T03The CONTEXT Stack T04Context Rot T05The Constitution T06Knowledge at Inference T07Memory Architecture T08Tools Shape Behavior T09Structure as Control T10Your First Context Pipeline T11What Is a Harness?T12Context Assembly T13The 3C Lifecycle T14Multi-Turn State T15The Harness Decision T16Context Observability T17Context Economics T18Graceful Degradation T19Evaluating the Harness T20The Harness-Eval Contract T21The Agentic Shift T22The Spectrum of Agency T23Agent Anatomy T24Architecture Patterns T25The Autonomy Design T26Multi-Agent Coordination T27Agent Reliability T28Agent Governance T29Agent Economics T30The Living System B01The Protocol Layer B02Agent-Native Products B03Self-Improving Context B04The Trust Architecture B05The Model-Harness Boundary

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Harness EngineeringThe runtime that makes agents reliable.Agentic StackHow the agent stack actually works.AI EvalsMeasuring what LLMs actually do.AI PM OSThe operating system for AI PMs.

Frontier Companies ▸Signal vs noise across the AI economy.

Anthropic OpenAI Google / Alphabet DeepSeek xAI / SpaceXAI Microsoft Meta

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My Key TakeawaysDistilled lessons from the work.My PresentationsDecks and keynotes.

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Agentic Stack · Episodes

T01Prompt ≠ Context T02The Context Window T03The CONTEXT Stack T04Context Rot T05The Constitution T06Knowledge at Inference T07Memory Architecture T08Tools Shape Behavior T09Structure as Control T10Your First Context Pipeline T11What Is a Harness?T12Context Assembly T13The 3C Lifecycle T14Multi-Turn State T15The Harness Decision T16Context Observability T17Context Economics T18Graceful Degradation T19Evaluating the Harness T20The Harness-Eval Contract T21The Agentic Shift T22The Spectrum of Agency T23Agent Anatomy T24Architecture Patterns T25The Autonomy Design T26Multi-Agent Coordination T27Agent Reliability T28Agent Governance T29Agent Economics T30The Living System B01The Protocol Layer B02Agent-Native Products B03Self-Improving Context B04The Trust Architecture B05The Model-Harness Boundary

The Five Series

Harness Engineering Agentic Stack AI Evals AI PM OS

Frontier Companies

Anthropic OpenAI Google / Alphabet DeepSeek xAI / SpaceXAI Microsoft Meta

Companions

My Key Takeaways My Presentations Connect With Me ↗

Self-Improving Context — Agentic Stack