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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
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5 min read
agent-message-window: a sliding context window that never breaks a tool pair
mukundakatta profile

agent-message-window: a sliding context window that never breaks a tool pair

#hermeschallenge #ai #python #agents
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5 min read
agentguard: Network Egress Allowlist for AI Agent Tools
mukundakatta profile

agentguard: Network Egress Allowlist for AI Agent Tools

#hermeschallenge #ai #javascript #agents
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5 min read
LRU Memoization for Agent Tool Calls with tool-result-cache
mukundakatta profile

LRU Memoization for Agent Tool Calls with tool-result-cache

#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
Decouple Your Agent Components with a Pub/Sub Event Bus
mukundakatta profile

Decouple Your Agent Components with a Pub/Sub Event Bus

#hermeschallenge #ai #python #agents
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5 min read
agentvet-rs: Validate Tool Args Before Your Agent Executes Them (Rust)
mukundakatta profile

agentvet-rs: Validate Tool Args Before Your Agent Executes Them (Rust)

#hermeschallenge #ai #rust #agents
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5 min read
Sanitize Your LLM Message Lists Before Every API Call
mukundakatta profile

Sanitize Your LLM Message Lists Before Every API Call

#hermeschallenge #ai #python #agents
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3 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
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5 min read
Stop Hammering a Broken API: Circuit Breakers for LLM Calls in Rust
mukundakatta profile

Stop Hammering a Broken API: Circuit Breakers for LLM Calls in Rust

#hermeschallenge #ai #rust #agents
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5 min read
Stop Generating Fresh UUIDs as Idempotency Keys
mukundakatta profile

Stop Generating Fresh UUIDs as Idempotency Keys

#hermeschallenge #ai #python #agents
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6 min read
Two Copies of the Tool List, One Agent That Broke: agent-fn-registry
mukundakatta profile

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

#hermeschallenge #ai #python #agents
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7 min read
Debug Agent Failures After They Happen with JSONL Traces
mukundakatta profile

Debug Agent Failures After They Happen with JSONL Traces

#hermeschallenge #ai #python #agents
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5 min read
prompt-cache-warmer-rs: Pre-Warm the Anthropic Prompt Cache from Rust
mukundakatta profile

prompt-cache-warmer-rs: Pre-Warm the Anthropic Prompt Cache from Rust

#hermeschallenge #ai #rust #agents
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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
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5 min read
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