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Session-Scoped Tool Call Deduplication: Stop Your Agent From Doing the Same Thing Twice
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Session-Scoped Tool Call Deduplication: Stop Your Agent From Doing the Same Thing Twice

#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
agentfit: Trim Agent Message History to Fit Your Context Window
mukundakatta profile

agentfit: Trim Agent Message History to Fit Your Context Window

#hermeschallenge #ai #javascript #agents
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5 min read
Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls
mukundakatta profile

Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls

#hermeschallenge #ai #python #agents
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4 min read
Compress Your Agent's Context Without Losing What Matters
mukundakatta profile

Compress Your Agent's Context Without Losing What Matters

#hermeschallenge #ai #python #agents
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6 min read
tool-output-truncate-py: Trim Tool Output Before It Eats Your Context Window
mukundakatta profile

tool-output-truncate-py: Trim Tool Output Before It Eats Your Context Window

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

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

#hermeschallenge #ai #python #agents
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5 min read
agent-replay-trace: step through JSONL agent traces for debugging
mukundakatta profile

agent-replay-trace: step through JSONL agent traces for debugging

#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
Stop Guessing Anthropic's Dict Shape for Image Blocks
mukundakatta profile

Stop Guessing Anthropic's Dict Shape for Image Blocks

#hermeschallenge #ai #python #agents
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5 min read
llm-message-hash-py: Canonical Hashes for LLM Request Structures
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llm-message-hash-py: Canonical Hashes for LLM Request Structures

#hermeschallenge #ai #python #agents
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5 min read
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