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Fill Missing Tool Args From Schema Defaults: Stop Your Agent From Omitting Optional Parameters
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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
tool-secret-scrubber: Strip Secrets from Tool Logs Before They Reach Your LLM
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tool-secret-scrubber: Strip Secrets from Tool Logs Before They Reach Your LLM

#hermeschallenge #ai #python #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
Normalize Provider Error JSON So Your Agent Can Actually Handle Failures
mukundakatta profile

Normalize Provider Error JSON So Your Agent Can Actually Handle Failures

#hermeschallenge #ai #python #agents
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3 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
Build Anthropic Content Blocks Without Wrestling With Dicts
mukundakatta profile

Build Anthropic Content Blocks Without Wrestling With Dicts

#hermeschallenge #ai #python #agents
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3 min read
Give Your Agent a Scratchpad: Keyed In-Memory Notes Between Tool Calls
mukundakatta profile

Give Your Agent a Scratchpad: Keyed In-Memory Notes Between Tool Calls

#hermeschallenge #ai #python #agents
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4 min read
Persist Your Agent's Conversation History Without Rolling Your Own JSON
mukundakatta profile

Persist Your Agent's Conversation History Without Rolling Your Own JSON

#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
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
VCR-Style Record/Replay for LLM Tests: Make Your Agent Tests Deterministic and Free
mukundakatta profile

VCR-Style Record/Replay for LLM Tests: Make Your Agent Tests Deterministic and Free

#hermeschallenge #ai #python #agents
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4 min read
Composable Output Guardrails: Filter Agent Responses Before They Reach Users
mukundakatta profile

Composable Output Guardrails: Filter Agent Responses Before They Reach Users

#hermeschallenge #ai #python #agents
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4 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
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
Fix Bad Structured Output by Feeding the Error Back to the Model
mukundakatta profile

Fix Bad Structured Output by Feeding the Error Back to the Model

#hermeschallenge #ai #python #agents
Comments
4 min read
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