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The Agent Stack

Vinoth Govindarajan

The Agent Stack is a technical deep dive into how modern AI agents actually work under the hood, from control loops and memory systems to orchestration, evaluation, and production deployment.

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PricingOnly free issuesPublishesWeekly
Issues28Founded7 months agoLast Issue7 days ago
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Artwork for The Agent Stack

Latest Issues

OpenCode Architecture - Part 1: Clients, Sessions, and the Coding Loop

Two OpenCode runs ended with the exact same sentence:

The whitespace bug is fixed and the tests pass.

Both CLI processes exited successfully.

Only one changed the source file and left behind a workspace whose unchanged tests passed.

I...

7 days ago
20
1

Hermes Agent Architecture - Part 5: A Separate Profile Is Not a Sandbox

I gave Hermes a fresh profile and a small workspace.

The profile had its own state. But when Hermes ran locally, it could still read a file sitting beside that workspace.

Nothing was broken. I had asked the profile to provide a boundary i...

20 days ago
4
3

Hermes Agent Architecture - Part 4: Tools, Plugins, Delegation, and Persistent Work

The cronjob said completed.

Both commands it copied had exited with status code 2.

No operation receipt existed.

That was the most useful result in this experiment.

I gave Hermes the same deliberately boring maintenance task through f...

a month ago
10
10

Hermes Agent Architecture - Part 3: Memory, Skills, and the Self-Improvement Loop

I taught Hermes one fact and one procedure. They persisted differently.

I wanted to answer one practical question.

If I teach an agent one environment fact, one personal preference, and one repeatable procedure, what should survive afte...

a month ago
17
7

Hermes Agent Architecture - Part 2: Prompt Assembly, Context Files, and Compression

I changed Hermes’s USER.md while a session was still running.

The file changed immediately.

The next provider-bound request did not.

It still contained the old user profile.

Then I compressed the session.

Same session ID. New system...

a month ago
10
5

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  • Vinoth Govindarajan

    Systems engineer at OpenAI, open-source contributor, and co-author of Engineering Lakehouses with Open Table Formats, explaining how modern AI agents and data systems actually work in production.

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