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Debt is allowed. Lying about it is not.

Debt is allowed. Lying about it is not.

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6 min read
Building an Automated Video Dubbing Pipeline for Seamless Content Localization

Building an Automated Video Dubbing Pipeline for Seamless Content Localization

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1 min read
Build a Private Local AI Email Agent with Ollama, SQLite Memory, and Skillware

Build a Private Local AI Email Agent with Ollama, SQLite Memory, and Skillware

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13 min read
I built an AI agent that forges its own tools mid-task — and asks first (open source, 60-second demo)

I built an AI agent that forges its own tools mid-task — and asks first (open source, 60-second demo)

Comments 1
2 min read
An AI agent is just a while loop. I built one in 70 lines of Python, then tricked it into leaking my .env

Fixing security in runtime code, not prompts

An AI agent is just a while loop. I built one in 70 lines of Python, then tricked it into leaking my .env

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Picked as gem Comments 23
15 min read
Your OpenAPI spec is a contract. Nobody is checking it. I built a CLI that detects spec↔code drift with zero dependencies.

Your OpenAPI spec is a contract. Nobody is checking it. I built a CLI that detects spec↔code drift with zero dependencies.

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4 min read
Externum: a typed language that transpiles to Python and Bash — and its own benchmark caught two real bugs

Externum: a typed language that transpiles to Python and Bash — and its own benchmark caught two real bugs

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4 min read
authority-auth: Stop Rolling Your Own Auth — A Framework-Agnostic Python Library

authority-auth: Stop Rolling Your Own Auth — A Framework-Agnostic Python Library

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1 min read
Scrut: a Python linter that only reviews the code you actually changed

Scrut: a Python linter that only reviews the code you actually changed

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Comments 1
1 min read
Keep a Ledger of Model Failures Instead of Trusting the Release Notes

Keep a Ledger of Model Failures Instead of Trusting the Release Notes

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5 min read
My Paper Trading Bot Went Live This Week — Here's the Guardrail Stack I Built First

My Paper Trading Bot Went Live This Week — Here's the Guardrail Stack I Built First

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7 min read
Phase 8 — Making It Trustworthy: Hardening a FastAPI App with an Audit, a Test Net, and a Logging Bug I Typed Twice

Phase 8 — Making It Trustworthy: Hardening a FastAPI App with an Audit, a Test Net, and a Logging Bug I Typed Twice

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13 min read
From Single Email to Masked Phone Number & Location: The Only All-in-One OSINT Tool You'll Ever Need: user-scanner

From Single Email to Masked Phone Number & Location: The Only All-in-One OSINT Tool You'll Ever Need: user-scanner

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3 min read
Implementing Request Signing for API Security in Python

Implementing Request Signing for API Security in Python

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5 min read
AI Agent Permissions: Designing Secure Access for Autonomous AI

AI Agent Permissions: Designing Secure Access for Autonomous AI

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7 min read
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