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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
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4 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
Static Lint Rules for Your LLM Prompts (Before They Hit Production)
mukundakatta profile

Static Lint Rules for Your LLM Prompts (Before They Hit Production)

#hermeschallenge #ai #python #agents
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3 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
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6 min read
Why Every Library in the Agent Stack Has Zero Runtime Dependencies
mukundakatta profile

Why Every Library in the Agent Stack Has Zero Runtime Dependencies

#hermeschallenge #ai #python #agents
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6 min read
Priority Queue for Agent Sub-Tasks: Stop Processing Low-Priority Work First
mukundakatta profile

Priority Queue for Agent Sub-Tasks: Stop Processing Low-Priority Work First

#hermeschallenge #ai #python #agents
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4 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
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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
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5 min read
Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer
mukundakatta profile

Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer

#hermeschallenge #ai #python #agents
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5 min read
token-budget-py: Thread-Safe Token and USD Caps for Python Agents
mukundakatta profile

token-budget-py: Thread-Safe Token and USD Caps for Python Agents

#hermeschallenge #ai #python #agents
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5 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
Detect Prompt Injection Before Your Agent Acts on It
mukundakatta profile

Detect Prompt Injection Before Your Agent Acts on It

#hermeschallenge #ai #python #agents
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4 min read
Sliding Message Window for Agent Loops: Trim Context Without Splitting Tool Pairs
mukundakatta profile

Sliding Message Window for Agent Loops: Trim Context Without Splitting Tool Pairs

#hermeschallenge #ai #python #agents
Comments
4 min read
agenttap: see exactly what your Python LLM client sends over the wire
mukundakatta profile

agenttap: see exactly what your Python LLM client sends over the wire

#hermeschallenge #ai #python #agents
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5 min read
llm-tool-arg-coerce: Stop LLM String Arguments From Crashing Your Tools
mukundakatta profile

llm-tool-arg-coerce: Stop LLM String Arguments From Crashing Your Tools

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