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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
Comments
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
Per-Tool Call-Count Caps: Prevent Any Single Tool From Running Away
mukundakatta profile

Per-Tool Call-Count Caps: Prevent Any Single Tool From Running Away

#hermeschallenge #ai #python #agents
Comments
4 min read
prompt-cache-key: Stable Hashes for Anthropic Prompt Cache Scopes
mukundakatta profile

prompt-cache-key: Stable Hashes for Anthropic Prompt Cache Scopes

#hermeschallenge #ai #python #agents
Comments
5 min read
Five Things to Do Before You Deploy Your Agent to Production
mukundakatta profile

Five Things to Do Before You Deploy Your Agent to Production

#hermeschallenge #ai #python #agents
Comments
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
Comments
6 min read
llm-retry: Full-Jitter Exponential Backoff for LLM API Calls in Rust
mukundakatta profile

llm-retry: Full-Jitter Exponential Backoff for LLM API Calls in Rust

#hermeschallenge #ai #rust #agents
Comments
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
llm-fallback-chain: Ordered Provider Failover for LLM Calls
mukundakatta profile

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

#hermeschallenge #ai #python #agents
Comments
5 min read
Make Your Agent Idempotent: Run It Twice, Get the Same Result
mukundakatta profile

Make Your Agent Idempotent: Run It Twice, Get the Same Result

#hermeschallenge #ai #python #agents
Comments
4 min read
Build System Prompts From Named Sections Instead of One Giant String
mukundakatta profile

Build System Prompts From Named Sections Instead of One Giant String

#hermeschallenge #ai #python #agents
Comments
4 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
agentsnap-rs: Snapshot Testing for Rust Agent Tool-Call Traces
mukundakatta profile

agentsnap-rs: Snapshot Testing for Rust Agent Tool-Call Traces

#hermeschallenge #ai #rust #agents
Comments
5 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
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
Comments
3 min read
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