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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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My agent made a $400 mistake. I had no idea why. So I built a WHY layer.
mukundakatta profile

My agent made a $400 mistake. I had no idea why. So I built a WHY layer.

#hermeschallenge #ai #python #agents
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5 min read
I parallelized two tool calls to speed up my agent. One was a database write. Here's what happened.
mukundakatta profile

I parallelized two tool calls to speed up my agent. One was a database write. Here's what happened.

#hermeschallenge #ai #python #agents
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6 min read
agent-message-window: a sliding context window that never breaks a tool pair
mukundakatta profile

agent-message-window: a sliding context window that never breaks a tool pair

#hermeschallenge #ai #python #agents
Comments
5 min read
tool-call-budgets: Stop Runaway Agent Loops Before They Hit Your Invoice
mukundakatta profile

tool-call-budgets: Stop Runaway Agent Loops Before They Hit Your Invoice

#hermeschallenge #ai #python #agents
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5 min read
One Registry to Rule All Your Agent Tools
mukundakatta profile

One Registry to Rule All Your Agent Tools

#hermeschallenge #ai #python #agents
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4 min read
When to Move an Agent Library From Python to Rust
mukundakatta profile

When to Move an Agent Library From Python to Rust

#hermeschallenge #ai #python #agents
Comments
5 min read
Two Copies of the Tool List, One Agent That Broke: agent-fn-registry
mukundakatta profile

Two Copies of the Tool List, One Agent That Broke: agent-fn-registry

#hermeschallenge #ai #python #agents
Comments
7 min read
Your Agent Loop Needs a Real Exit: llm-stop-conditions
mukundakatta profile

Your Agent Loop Needs a Real Exit: llm-stop-conditions

#hermeschallenge #ai #python #agents
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5 min read
llm-fallback-chain: Ordered Provider Failover for LLM Calls
mukundakatta profile

llm-fallback-chain: Ordered Provider Failover for LLM Calls

#hermeschallenge #ai #python #agents
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5 min read
Cooperative Agent Deadlines: Give Every Task a Wall-Clock Time Budget
mukundakatta profile

Cooperative Agent Deadlines: Give Every Task a Wall-Clock Time Budget

#hermeschallenge #ai #python #agents
Comments
4 min read
agenttrace-rs: Group LLM Calls into Named Runs and Get Cost Breakdowns in Rust
mukundakatta profile

agenttrace-rs: Group LLM Calls into Named Runs and Get Cost Breakdowns in Rust

#hermeschallenge #ai #rust #agents
Comments
4 min read
agent-event-bus: Sync and Async Pub/Sub for Agent Events
mukundakatta profile

agent-event-bus: Sync and Async Pub/Sub for Agent Events

#hermeschallenge #ai #python #agents
Comments
5 min read
agenttap: Wire-Level Prompt Introspection for LLM Agents
mukundakatta profile

agenttap: Wire-Level Prompt Introspection for LLM Agents

#hermeschallenge #ai #python #agents
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4 min read
Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice
mukundakatta profile

Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice

#hermeschallenge #ai #python #agents
Comments
6 min read
prompt-replay: Record LLM Outputs Today, Replay Against a New Model Tomorrow
mukundakatta profile

prompt-replay: Record LLM Outputs Today, Replay Against a New Model Tomorrow

#hermeschallenge #ai #python #agents
Comments
5 min read
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