Ravi Teja Palanki
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Episodes
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Environment Engineering · 9 episodes
00
The World Around the Agent
01
Begin With Consequence
02
Construct the Task World
03
Give the Agent an Identity
04
Contain the Compromise
05
Prove the Environment Is Working
06
Decide What Runs Without You
07
Build Safe Realism
08
Make the Environment a Product
Field Manual
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Field Intelligence
Frontier Companies
Read the market, qualify the numbers, find the value.
Anthropic
OpenAI
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DeepSeek
xAI / SpaceXAI
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Meta
Dispatches
01 · The Summer of Rogue Agents
Craft Curriculum
01
Agentic Stack
— Foundation
What the agent sees, and how context is assembled.
02
Harness Engineering
— Build
The runtime that makes agents reliable.
03
Environment Engineering
— Operate
The world around the agent — reach, authority, recovery.
04
AI Evals
— Prove
How a team defines and measures "good."
05
AI PM OS
— Monetise
Capability into economics, adoption, and authority.
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Field Manual
Takeaways
Environment Engineering · Episodes
00
The World Around the Agent
01
Begin With Consequence
02
Construct the Task World
03
Give the Agent an Identity
04
Contain the Compromise
05
Prove the Environment Is Working
06
Decide What Runs Without You
07
Build Safe Realism
08
Make the Environment a Product
Field Intelligence
Frontier Companies
Anthropic
OpenAI
Google / Alphabet
DeepSeek
xAI / SpaceXAI
Microsoft
Meta
01 · The Summer of Rogue Agents
Craft Curriculum
01
Agentic Stack
— Foundation
02
Harness Engineering
— Build
03
Environment Engineering
— Operate
04
AI Evals
— Prove
05
AI PM OS
— Monetise
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Construct the Task World — Environment Engineering