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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
In-Process LRU Cache for LLM Calls: Stop Paying for the Same Response Twice
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
In-Process LRU Cache for LLM Calls: Stop Paying for the Same Response Twice
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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
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
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
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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hermeschallenge
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5 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
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
The Simplest Stop Condition: A Hard Cap on Agent Loop Iterations
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
The Simplest Stop Condition: A Hard Cap on Agent Loop Iterations
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3 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
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
Structured Citations for LLM Agents: Track Where Every Claim Came From
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Structured Citations for LLM Agents: Track Where Every Claim Came From
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4 min read
agent-message-window: Slide Your Context Window Without Dropping Tool Calls
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
agent-message-window: Slide Your Context Window Without Dropping Tool Calls
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5 min read
HTTP 200 Is a Lie: A 30-Line Schema Canary for Source Drift
Alex Spinov
Alex Spinov
Alex Spinov
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May 30
HTTP 200 Is a Lie: A 30-Line Schema Canary for Source Drift
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10 min read
I Built a GDPR Compliance Scanner Using the Claude API - Here's How It Works
Joe Seabrook
Joe Seabrook
Joe Seabrook
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Jun 8
I Built a GDPR Compliance Scanner Using the Claude API - Here's How It Works
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6 min read
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