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AI Memory Should Decide What Context Is Allowed To Do
zep1997 profile

AI Memory Should Decide What Context Is Allowed To Do

#ai #llm #agents #programming
Comments
5 min read
AI Memory Needs an Authority Policy, Not Just More Context
zep1997 profile

AI Memory Needs an Authority Policy, Not Just More Context

#ai #llm #agents #programming
Comments
7 min read
The 5-Layer Architecture Every Production Multi-Agent System Needs (And Why Most Skip Layers 4 and 5)
shakti_mishra_308e9f36b5d profile

The 5-Layer Architecture Every Production Multi-Agent System Needs (And Why Most Skip Layers 4 and 5)

#ai #architecture #agents #programming
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9 min read
I Gave My AI Agent the Ability to Research Before It Writes — Here’s What Changed
ivancazares2k profile

I Gave My AI Agent the Ability to Research Before It Writes — Here’s What Changed

#ai #python #softwaredevelopment #agents
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6 min read
Agents of Chaos: a field study of 16 agent failures (and refusals)
thousand_miles_ai profile

Agents of Chaos: a field study of 16 agent failures (and refusals)

#ai #agents #llm #security
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4 min read
One Hermes tool call took 4.8 seconds. The others averaged 900ms. trace-anomaly found it.

Hermes Agent Challenge Submission: Build With Hermes Agent
mukundakatta profile

One Hermes tool call took 4.8 seconds. The others averaged 900ms. trace-anomaly found it.

#devchallenge #hermesagentchallenge #agents #observability
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3 min read
My Hermes agent spent how much? trace-cost for JSONL audit logs

Hermes Agent Challenge Submission: Build With Hermes Agent
mukundakatta profile

My Hermes agent spent how much? trace-cost for JSONL audit logs

#devchallenge #hermesagentchallenge #agents #observability
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3 min read
My Hermes agent ran for 2 hours, hit a timeout at turn 89, and I had to start over. Now it checkpoints.

Hermes Agent Challenge Submission: Write About Hermes Agent
mukundakatta profile

My Hermes agent ran for 2 hours, hit a timeout at turn 89, and I had to start over. Now it checkpoints.

#devchallenge #hermesagentchallenge #agents #python
Comments
2 min read
My Hermes agent ran 500 turns and cost $40 before I noticed. Now it can't.

Hermes Agent Challenge Submission: Build With Hermes Agent
mukundakatta profile

My Hermes agent ran 500 turns and cost $40 before I noticed. Now it can't.

#devchallenge #hermesagentchallenge #agents #python
Comments
2 min read
My Hermes agent kept returning JSON in a markdown code block. I kept writing the same regex. Then I stopped.

Hermes Agent Challenge Submission: Build With Hermes Agent
mukundakatta profile

My Hermes agent kept returning JSON in a markdown code block. I kept writing the same regex. Then I stopped.

#devchallenge #hermesagentchallenge #agents #python
Comments
2 min read
Your Hermes agent's prompt cache is 30% hit because of one timestamp. Here's how to find it.

Hermes Agent Challenge Submission: Write About Hermes Agent
mukundakatta profile

Your Hermes agent's prompt cache is 30% hit because of one timestamp. Here's how to find it.

#devchallenge #hermesagentchallenge #agents #performance
Comments
4 min read
My agent started lying. It took me two days to realize the system prompt had changed.

Hermes Agent Challenge Submission: Write About Hermes Agent
mukundakatta profile

My agent started lying. It took me two days to realize the system prompt had changed.

#devchallenge #hermesagentchallenge #agents #python
Comments
3 min read
I logged 300 Hermes runs to one file. trace-session-split cut it into 300.

Hermes Agent Challenge Submission: Build With Hermes Agent
mukundakatta profile

I logged 300 Hermes runs to one file. trace-session-split cut it into 300.

#devchallenge #hermesagentchallenge #agents #observability
Comments
2 min read
I ran three Hermes agents in parallel. trace-merge stitched them into one timeline I could read.

Hermes Agent Challenge Submission: Build With Hermes Agent
mukundakatta profile

I ran three Hermes agents in parallel. trace-merge stitched them into one timeline I could read.

#devchallenge #hermesagentchallenge #agents #observability
Comments
5 min read
Claude's extended thinking is useful. Sending raw <thinking> tags to users is not.

Hermes Agent Challenge Submission: Build With Hermes Agent
mukundakatta profile

Claude's extended thinking is useful. Sending raw <thinking> tags to users is not.

#devchallenge #hermesagentchallenge #agents #python
Comments
2 min read
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