Agents

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Mukunda Rao Katta

May 25

llm-retry-py: Full-Jitter Retry for LLM Calls in Python

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

Debug Agent Failures After They Happen with JSONL Traces

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

The Agent That Retried Five Times Over a String: tool-arg-coerce-py

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

agentguard: Network Egress Allowlist for AI Agent Tools

#hermeschallenge #ai #javascript #agents

5 min read

Mukunda Rao Katta

May 25

llm-budget-window: Per-Minute and Per-Hour Token Caps That Actually Work

#hermeschallenge #ai #rust #agents

5 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #python #agents

7 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #python #agents

4 min read

Mukunda Rao Katta

May 25

llm-fallback-router-rs: Multi-Provider LLM Failover in Rust

#hermeschallenge #ai #rust #agents

5 min read

Mukunda Rao Katta

May 25

Durable Agent State Checkpoints: Resume Where You Left Off When the Run Crashes

#hermeschallenge #ai #python #agents

4 min read

Mukunda Rao Katta

May 25

One Registry to Rule All Your Agent Tools

#hermeschallenge #ai #python #agents

4 min read

Mukunda Rao Katta

May 25

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

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

Stop Paying for the Same Tool Call Twice: Memoize LLM Tool Calls with tool-call-cache

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

The Tool That Kept Doing Full-Table Scans: tool-arg-defaults

#hermeschallenge #ai #python #agents

6 min read

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DEV Community

# agents

llm-retry-py: Full-Jitter Retry for LLM Calls in Python

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

Debug Agent Failures After They Happen with JSONL Traces

The Agent That Retried Five Times Over a String: tool-arg-coerce-py

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

agentguard: Network Egress Allowlist for AI Agent Tools

llm-budget-window: Per-Minute and Per-Hour Token Caps That Actually Work

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

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

llm-fallback-router-rs: Multi-Provider LLM Failover in Rust

Durable Agent State Checkpoints: Resume Where You Left Off When the Run Crashes

One Registry to Rule All Your Agent Tools

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

Stop Paying for the Same Tool Call Twice: Memoize LLM Tool Calls with tool-call-cache

The Tool That Kept Doing Full-Table Scans: tool-arg-defaults