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3 Assumptions That Broke Before I Got gpt-oss-120b Working Through the Anthropic SDK

3 Assumptions That Broke Before I Got gpt-oss-120b Working Through the Anthropic SDK

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6 min read
The Hidden Complexity of PostgreSQL Logical Replication

The Hidden Complexity of PostgreSQL Logical Replication

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7 min read
How I Architected a Multi-Provider Fallback for Local RAG

How I Architected a Multi-Provider Fallback for Local RAG

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2 min read
Building a Self-Hosted Market Research Engine: Architecture, Scraping, and AI Analysis

Building a Self-Hosted Market Research Engine: Architecture, Scraping, and AI Analysis

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4 min read
My Commit Hook Calls an LLM on Every Commit. It Had No Timeout, So Neither Did `git commit`.

My Commit Hook Calls an LLM on Every Commit. It Had No Timeout, So Neither Did `git commit`.

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4 min read
I built a GitHub App that auto-generates adversarial tests for AI-written code — here's how it works

I built a GitHub App that auto-generates adversarial tests for AI-written code — here's how it works

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2 min read
AgentScaffold: Memory, Peer Review, and Continuous Improvement for AI Coding Agents

AgentScaffold: Memory, Peer Review, and Continuous Improvement for AI Coding Agents

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9 min read
# 🚀 Idempotency Keys in Payment APIs: Preventing Duplicate Transactions Explained

# 🚀 Idempotency Keys in Payment APIs: Preventing Duplicate Transactions Explained

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4 min read
I Saved $2,620 Monthly Ditching GPT-4 — A Data Scientist's Deep Dive

I Saved $2,620 Monthly Ditching GPT-4 — A Data Scientist's Deep Dive

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7 min read
Parsing Arabic PDF Bank Statements: What I Learned Building a Multi-Language Analyzer

Parsing Arabic PDF Bank Statements: What I Learned Building a Multi-Language Analyzer

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3 min read
I tricked GPT-4o into executing malicious tools (and built ModelFuzz to stop it)

I tricked GPT-4o into executing malicious tools (and built ModelFuzz to stop it)

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2 min read
Building a Self-Optimizing Python Trading Bot with Reinforcement Learning and Binance API

Building a Self-Optimizing Python Trading Bot with Reinforcement Learning and Binance API

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4 min read
schema drift를 fail이 아니라 warn으로 둔 이유

schema drift를 fail이 아니라 warn으로 둔 이유

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2 min read
The DevOps Team That Never Sleeps

The DevOps Team That Never Sleeps

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12 min read
How to Stop AI Agent Cost Blowups Before They Happen

How to Stop AI Agent Cost Blowups Before They Happen

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5 min read
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