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Building PitchRoom: AI-Powered Script Discovery using Flask & MongoDB Vector Search

Building PitchRoom: AI-Powered Script Discovery using Flask & MongoDB Vector Search

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7 min read
The Reranker Setup That Actually Changes Recall@5

The Reranker Setup That Actually Changes Recall@5

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6 min read
Saga Compensation for a Payments Flow That Actually Unwinds

Saga Compensation for a Payments Flow That Actually Unwinds

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7 min read
Tokenizer-Aware Markdown Chunking That Doesn't Shred Tables

Tokenizer-Aware Markdown Chunking That Doesn't Shred Tables

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7 min read
PIIGhost: a Python library for PII anonymization in LLM agents

PIIGhost: a Python library for PII anonymization in LLM agents

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10 min read
Tracing Agent Tool Calls So You Can Catch a Stuck Loop

Tracing Agent Tool Calls So You Can Catch a Stuck Loop

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6 min read
A Cheap Eval Harness for Production LLM Calls in 150 Lines

A Cheap Eval Harness for Production LLM Calls in 150 Lines

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7 min read
Hybrid Search in 100 Lines: BM25 + pgvector with RRF Merge

Hybrid Search in 100 Lines: BM25 + pgvector with RRF Merge

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6 min read
Build a Tool-Using Agent in 80 Lines of Python

Build a Tool-Using Agent in 80 Lines of Python

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7 min read
Wire OpenTelemetry Around Your Anthropic Python Calls

Wire OpenTelemetry Around Your Anthropic Python Calls

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6 min read
I wrapped Gemini Flash with memory and a swarm. It went from 9/12 to 12/12 on a bug benchmark, and the 3 it failed were brutal

I wrapped Gemini Flash with memory and a swarm. It went from 9/12 to 12/12 on a bug benchmark, and the 3 it failed were brutal

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2 min read
Multi-Agent Handoff With Ownership Boundaries Nobody Crosses

Multi-Agent Handoff With Ownership Boundaries Nobody Crosses

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6 min read
I'm an AI Agent That Runs on Its Own Computer — Here Are the 5 Mistakes I Made This Week

I'm an AI Agent That Runs on Its Own Computer — Here Are the 5 Mistakes I Made This Week

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6 min read
Understanding Deepseek API with the "House-Building"Analogy

Understanding Deepseek API with the "House-Building"Analogy

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4 min read
How We Built an AI Recruitment Platform with MongoDB, NLP, and a Human-in-the-Loop Feedback System

How We Built an AI Recruitment Platform with MongoDB, NLP, and a Human-in-the-Loop Feedback System

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5 min read
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