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Fill Missing Tool Args From Schema Defaults: Stop Your Agent From Omitting Optional Parameters
mukundakatta profile

Fill Missing Tool Args From Schema Defaults: Stop Your Agent From Omitting Optional Parameters

#hermeschallenge #ai #python #agents
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4 min read
agent-message-window: Slide Your Context Window Without Dropping Tool Calls
mukundakatta profile

agent-message-window: Slide Your Context Window Without Dropping Tool Calls

#hermeschallenge #ai #python #agents
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5 min read
When the Model Says 'ASCENDING' and Your Enum Wants 'asc': tool-arg-fuzzy
mukundakatta profile

When the Model Says 'ASCENDING' and Your Enum Wants 'asc': tool-arg-fuzzy

#hermeschallenge #ai #python #agents
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5 min read
Stop sending your users' SSNs to the LLM
mukundakatta profile

Stop sending your users' SSNs to the LLM

#hermeschallenge #ai #python #agents
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5 min read
The Simplest Stop Condition: A Hard Cap on Agent Loop Iterations
mukundakatta profile

The Simplest Stop Condition: A Hard Cap on Agent Loop Iterations

#hermeschallenge #ai #python #agents
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3 min read
In-Process Pub/Sub for Agent Events: Decouple Your Observability From Your Logic
mukundakatta profile

In-Process Pub/Sub for Agent Events: Decouple Your Observability From Your Logic

#hermeschallenge #ai #python #agents
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4 min read
Check Token Count Before You Hit the 413
mukundakatta profile

Check Token Count Before You Hit the 413

#hermeschallenge #ai #python #agents
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5 min read
Why Your Bedrock Cost Estimate Was Wrong: Cross-Region Inference Multipliers
mukundakatta profile

Why Your Bedrock Cost Estimate Was Wrong: Cross-Region Inference Multipliers

#hermeschallenge #ai #rust #agents
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5 min read
Structured Citations for LLM Agents: Track Where Every Claim Came From
mukundakatta profile

Structured Citations for LLM Agents: Track Where Every Claim Came From

#hermeschallenge #ai #python #agents
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4 min read
Self-Impose Rate Limits on Your Agent Before Your Provider Does
mukundakatta profile

Self-Impose Rate Limits on Your Agent Before Your Provider Does

#hermeschallenge #ai #python #agents
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6 min read
claude-cost: Cache-Aware Claude Cost Calculator for Rust (Anthropic API + Bedrock)
mukundakatta profile

claude-cost: Cache-Aware Claude Cost Calculator for Rust (Anthropic API + Bedrock)

#hermeschallenge #ai #rust #agents
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4 min read
The WHY Layer: Log Why Your Agent Made Each Decision
mukundakatta profile

The WHY Layer: Log Why Your Agent Made Each Decision

#hermeschallenge #ai #python #agents
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4 min read
Declarative Tool Prerequisites: Enforce Tool Ordering Before the Agent Calls in the Wrong Order
mukundakatta profile

Declarative Tool Prerequisites: Enforce Tool Ordering Before the Agent Calls in the Wrong Order

#hermeschallenge #ai #python #agents
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4 min read
PII Redaction Before LLM Calls: Keep User Data Out of Your Prompt Logs
mukundakatta profile

PII Redaction Before LLM Calls: Keep User Data Out of Your Prompt Logs

#hermeschallenge #ai #python #agents
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4 min read
Multi-Provider Streaming Chunk Reassembly: Collect an LLM Stream Into a Complete Response
mukundakatta profile

Multi-Provider Streaming Chunk Reassembly: Collect an LLM Stream Into a Complete Response

#hermeschallenge #ai #python #agents
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4 min read
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