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Normalize Provider Error JSON So Your Agent Can Actually Handle Failures
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Normalize Provider Error JSON So Your Agent Can Actually Handle Failures
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3 min read
Rule-Based LLM Output Validation: Reject Bad Responses Before They Reach Your Users
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Rule-Based LLM Output Validation: Reject Bad Responses Before They Reach Your Users
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5 min read
Persist LLM Conversations Safely: JSONL, Redaction, and Encryption
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Persist LLM Conversations Safely: JSONL, Redaction, and Encryption
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6 min read
Thread a Run ID Through Every Agent Call So You Can Debug Anything
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Thread a Run ID Through Every Agent Call So You Can Debug Anything
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4 min read
Declarative Tool Prerequisites: Enforce Tool Ordering Before the Agent Calls in the Wrong Order
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Declarative Tool Prerequisites: Enforce Tool Ordering Before the Agent Calls in the Wrong Order
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4 min read
m365-graph-incident-agent: AI-Powered Incident Triage via Microsoft Graph
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
m365-graph-incident-agent: AI-Powered Incident Triage via Microsoft Graph
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5 min read
Step Through Your Agent's Failures Like a Debugger
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Step Through Your Agent's Failures Like a Debugger
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4 min read
Redact API Keys and Tokens From LLM Payloads Before They Leave Your Network
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Redact API Keys and Tokens From LLM Payloads Before They Leave Your Network
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4 min read
Named Persona Registry: Keep Your Agent Identities Consistent Across Every Session
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Named Persona Registry: Keep Your Agent Identities Consistent Across Every Session
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4 min read
Fix Bad Structured Output by Feeding the Error Back to the Model
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Fix Bad Structured Output by Feeding the Error Back to the Model
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4 min read
AgentSnap: Usage Tracking With Cost Aggregation for LLM Agents
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
AgentSnap: Usage Tracking With Cost Aggregation for LLM Agents
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4 min read
The WHY Layer: Log Why Your Agent Made Each Decision
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
The WHY Layer: Log Why Your Agent Made Each Decision
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4 min read
Stop Branching on Error Strings: A Closed Enum for Tool Exceptions
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Stop Branching on Error Strings: A Closed Enum for Tool Exceptions
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4 min read
Build Anthropic Content Blocks Without Wrestling With Dicts
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Build Anthropic Content Blocks Without Wrestling With Dicts
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3 min read
VCR-Style Record/Replay for LLM Tests: Make Your Agent Tests Deterministic and Free
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
VCR-Style Record/Replay for LLM Tests: Make Your Agent Tests Deterministic and Free
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4 min read
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