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Score Your Agent's Responses With a 0.0-1.0 Rubric (No LLM Judge Required)
mukundakatta profile

Score Your Agent's Responses With a 0.0-1.0 Rubric (No LLM Judge Required)

#hermeschallenge #ai #python #agents
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4 min read
Validate LLM Output Before It Reaches Your Users
mukundakatta profile

Validate LLM Output Before It Reaches Your Users

#hermeschallenge #ai #python #agents
Comments
5 min read
llm-message-hash-py: Canonical Hashes for LLM Request Structures
mukundakatta profile

llm-message-hash-py: Canonical Hashes for LLM Request Structures

#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
The conversation you saved to disk still has the SSN in it
mukundakatta profile

The conversation you saved to disk still has the SSN in it

#hermeschallenge #ai #python #agents
Comments
6 min read
Pre-Flight Cost Gates for LLM Calls: Stop Expensive Requests Before They Hit the API
mukundakatta profile

Pre-Flight Cost Gates for LLM Calls: Stop Expensive Requests Before They Hit the API

#hermeschallenge #ai #python #agents
Comments
5 min read
claude-stream-rs: parse Anthropic SSE streaming responses into a typed Rust enum
mukundakatta profile

claude-stream-rs: parse Anthropic SSE streaming responses into a typed Rust enum

#hermeschallenge #ai #rust #agents
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5 min read
How to Know When Your Agent Is Done (Before It Runs Forever)
mukundakatta profile

How to Know When Your Agent Is Done (Before It Runs Forever)

#hermeschallenge #ai #python #agents
Comments
6 min read
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
Comments
5 min read
When Your LLM Provider Goes Down Mid-Demo: llm-fallback-chain
mukundakatta profile

When Your LLM Provider Goes Down Mid-Demo: llm-fallback-chain

#hermeschallenge #ai #python #agents
Comments
6 min read
Heuristic Prompt Compression: Cut Your Context Window Usage Without Losing Key Information
mukundakatta profile

Heuristic Prompt Compression: Cut Your Context Window Usage Without Losing Key Information

#hermeschallenge #ai #python #agents
Comments
4 min read
My agent cited a document that does not exist. Here is the library I wrote to catch that.
mukundakatta profile

My agent cited a document that does not exist. Here is the library I wrote to catch that.

#hermeschallenge #ai #python #agents
Comments
5 min read
agenttrace: Track Cost and Latency Across Every LLM Call in Your Agent
mukundakatta profile

agenttrace: Track Cost and Latency Across Every LLM Call in Your Agent

#hermeschallenge #ai #javascript #agents
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5 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
Session-Scoped Tool Call Deduplication: Stop Your Agent From Doing the Same Thing Twice
mukundakatta profile

Session-Scoped Tool Call Deduplication: Stop Your Agent From Doing the Same Thing Twice

#hermeschallenge #ai #python #agents
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4 min read
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