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Stop sending your users' SSNs to the LLM
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Stop sending your users' SSNs to the LLM
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5 min read
When the Model Says 'ASCENDING' and Your Enum Wants 'asc': tool-arg-fuzzy
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
When the Model Says 'ASCENDING' and Your Enum Wants 'asc': tool-arg-fuzzy
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5 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
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
Circuit Breaker for LLM Calls: Stop Hammering a Provider That Is Already Down
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Circuit Breaker for LLM Calls: Stop Hammering a Provider That Is Already Down
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4 min read
Strip Thinking Tags From LLM Output Before Sending to Users
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Strip Thinking Tags From LLM Output Before Sending to Users
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4 min read
Multi-Provider Streaming Chunk Reassembly: Collect an LLM Stream Into a Complete Response
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Multi-Provider Streaming Chunk Reassembly: Collect an LLM Stream Into a Complete Response
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4 min read
In-Process Pub/Sub for Agent Events: Decouple Your Observability From Your Logic
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
In-Process Pub/Sub for Agent Events: Decouple Your Observability From Your Logic
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4 min read
Composable Output Guardrails: Filter Agent Responses Before They Reach Users
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Composable Output Guardrails: Filter Agent Responses Before They Reach Users
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4 min read
Ordered Provider Failover: Try Anthropic, Fall Back to OpenAI, Then Gemini
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Ordered Provider Failover: Try Anthropic, Fall Back to OpenAI, Then Gemini
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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
Give Your Agent a Scratchpad: Keyed In-Memory Notes Between Tool Calls
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Give Your Agent a Scratchpad: Keyed In-Memory Notes Between Tool Calls
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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
Render Tool Output as LLM-Friendly Markdown: Give the Model Readable Data, Not Raw JSON
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Render Tool Output as LLM-Friendly Markdown: Give the Model Readable Data, Not Raw JSON
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5 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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