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How I Engineered a 10M-Row Autonomous AI-BI Agent Using DuckDB
dattasable profile

How I Engineered a 10M-Row Autonomous AI-BI Agent Using DuckDB

#duckdb #analytics #python #nextjs
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3 min read
I Got Tired of Forgetting. So I Built PwnLog.
toklas495 profile

I Got Tired of Forgetting. So I Built PwnLog.

#security #python #cybersecurity #opensource
7
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2 min read
Why 2026 Belongs to Agentic AI (And How to Build Your First Local Agent)
adityadwinugroho profile

Why 2026 Belongs to Agentic AI (And How to Build Your First Local Agent)

#ai #programming #python #opensource
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7 min read
When and How to Use the Anthropic Batch API in Your Agent
mukundakatta profile

When and How to Use the Anthropic Batch API in Your Agent

#hermeschallenge #ai #python #agents
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6 min read
Named Persona Registry: Keep Your Agent Identities Consistent Across Every Session
mukundakatta profile

Named Persona Registry: Keep Your Agent Identities Consistent Across Every Session

#hermeschallenge #ai #python #agents
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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
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
tool-secret-scrubber: Strip Secrets from Tool Logs Before They Reach Your LLM
mukundakatta profile

tool-secret-scrubber: Strip Secrets from Tool Logs Before They Reach Your LLM

#hermeschallenge #ai #python #agents
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5 min read
Declarative Tool Prerequisites: Enforce Tool Ordering Before the Agent Calls in the Wrong Order
mukundakatta profile

Declarative Tool Prerequisites: Enforce Tool Ordering Before the Agent Calls in the Wrong Order

#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
Give Your Agent a Scratchpad: Keyed In-Memory Notes Between Tool Calls
mukundakatta profile

Give Your Agent a Scratchpad: Keyed In-Memory Notes Between Tool Calls

#hermeschallenge #ai #python #agents
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4 min read
Persist LLM Conversations Safely: JSONL, Redaction, and Encryption
mukundakatta profile

Persist LLM Conversations Safely: JSONL, Redaction, and Encryption

#hermeschallenge #ai #python #agents
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6 min read
Thread a Run ID Through Every Agent Call So You Can Debug Anything
mukundakatta profile

Thread a Run ID Through Every Agent Call So You Can Debug Anything

#hermeschallenge #ai #python #agents
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4 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
Normalize Provider Error JSON So Your Agent Can Actually Handle Failures
mukundakatta profile

Normalize Provider Error JSON So Your Agent Can Actually Handle Failures

#hermeschallenge #ai #python #agents
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3 min read
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