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agenttap: see exactly what your Python LLM client sends over the wire
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
agenttap: see exactly what your Python LLM client sends over the wire
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5 min read
Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls
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4 min read
agent-citation: Track Where Every Agent Claim Came From
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
agent-citation: Track Where Every Agent Claim Came From
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6 min read
My agent made a $400 mistake. I had no idea why. So I built a WHY layer.
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
My agent made a $400 mistake. I had no idea why. So I built a WHY layer.
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python
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5 min read
Function Signatures to Multi-Provider Tool Schemas: One Source of Truth for All LLM Providers
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Function Signatures to Multi-Provider Tool Schemas: One Source of Truth for All LLM Providers
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python
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agents
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4 min read
Compress Your Agent's Context Without Losing What Matters
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Compress Your Agent's Context Without Losing What Matters
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python
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agents
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6 min read
Build a Provider Failover Chain That Actually Works Under Pressure
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Build a Provider Failover Chain That Actually Works Under Pressure
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python
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3 min read
agent-replay-trace: step through JSONL agent traces for debugging
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
agent-replay-trace: step through JSONL agent traces for debugging
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python
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5 min read
Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice
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hermeschallenge
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ai
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python
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agents
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6 min read
Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent
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4 min read
llmfleet: a gather-window dispatcher that fixes your parallel Claude eval rate limits
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
llmfleet: a gather-window dispatcher that fixes your parallel Claude eval rate limits
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5 min read
50 Users Ask the Same Question. Your Agent Makes 50 API Calls. Here's the Fix.
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
50 Users Ask the Same Question. Your Agent Makes 50 API Calls. Here's the Fix.
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4 min read
Checkpoint Your Agent Jobs So Crashes Don't Mean Starting Over
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Checkpoint Your Agent Jobs So Crashes Don't Mean Starting Over
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4 min read
tool-output-truncate-py: Trim Tool Output Before It Eats Your Context Window
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
tool-output-truncate-py: Trim Tool Output Before It Eats Your Context Window
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python
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agents
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5 min read
Session-Scoped Tool Call Deduplication: Stop Your Agent From Doing the Same Thing Twice
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Session-Scoped Tool Call Deduplication: Stop Your Agent From Doing the Same Thing Twice
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hermeschallenge
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ai
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python
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agents
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4 min read
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