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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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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
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
Comments
4 min read
Per-Tool Timeouts: Stop One Slow API From Hanging Your Agent
mukundakatta profile

Per-Tool Timeouts: Stop One Slow API From Hanging Your Agent

#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
Stop Branching on Error Strings: A Closed Enum for Tool Exceptions
mukundakatta profile

Stop Branching on Error Strings: A Closed Enum for Tool Exceptions

#hermeschallenge #ai #python #agents
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4 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
Circuit Breaker for LLM Calls: Stop Hammering a Provider That Is Already Down
mukundakatta profile

Circuit Breaker for LLM Calls: Stop Hammering a Provider That Is Already Down

#hermeschallenge #ai #python #agents
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4 min read
Rust: Check If Your Payload Fits a Model's Context Window Before You Send It
mukundakatta profile

Rust: Check If Your Payload Fits a Model's Context Window Before You Send It

#hermeschallenge #ai #rust #agents
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4 min read
Composable Budget Caps for Agent Runs: Enforce Cost Limits at Multiple Levels
mukundakatta profile

Composable Budget Caps for Agent Runs: Enforce Cost Limits at Multiple Levels

#hermeschallenge #ai #python #agents
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4 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
Register Named Health Checks for Your Agent So You Know What's Broken
mukundakatta profile

Register Named Health Checks for Your Agent So You Know What's Broken

#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
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
Rule-Based LLM Output Validation: Reject Bad Responses Before They Reach Your Users
mukundakatta profile

Rule-Based LLM Output Validation: Reject Bad Responses Before They Reach Your Users

#hermeschallenge #ai #python #agents
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5 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
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