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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
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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
Comments
5 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
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5 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
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4 min read
Four Ways to Truncate Enormous Tool Output Without Breaking UTF-8
mukundakatta profile

Four Ways to Truncate Enormous Tool Output Without Breaking UTF-8

#hermeschallenge #ai #rust #agents
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5 min read
Which Agent Feature Costs the Most? Here's How to Find Out.
mukundakatta profile

Which Agent Feature Costs the Most? Here's How to Find Out.

#hermeschallenge #ai #python #agents
Comments
7 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
Comments
5 min read
100 Users, One LLM Call: Single-Flight Deduplication with llm-batch-coalesce
mukundakatta profile

100 Users, One LLM Call: Single-Flight Deduplication with llm-batch-coalesce

#hermeschallenge #ai #python #agents
Comments
6 min read
tool-arg-fuzzy-rs: Fuzzy Match LLM Enum Args to Valid Values in Rust
mukundakatta profile

tool-arg-fuzzy-rs: Fuzzy Match LLM Enum Args to Valid Values in Rust

#hermeschallenge #ai #rust #agents
Comments
5 min read
Your Agent Doesn't Know When to Stop. Give It a Deadline.
mukundakatta profile

Your Agent Doesn't Know When to Stop. Give It a Deadline.

#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
agenttap: Wire-Level Prompt Introspection for LLM Agents
mukundakatta profile

agenttap: Wire-Level Prompt Introspection for LLM Agents

#hermeschallenge #ai #python #agents
Comments
4 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
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
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
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