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A 2018 Access Key. Still Active in Production. Here's the Python Script That Found It Across an Entire AWS Organization. Part 1

A 2018 Access Key. Still Active in Production. Here's the Python Script That Found It Across an Entire AWS Organization. Part 1

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7 min read
How to Build Long-Term Memory for LLMs (RAG + FAISS Tutorial)

How to Build Long-Term Memory for LLMs (RAG + FAISS Tutorial)

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4 min read
I built a pytest-like tool for AI agents because "it passed once" isn't good enough

I built a pytest-like tool for AI agents because "it passed once" isn't good enough

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2 min read
Dual Critical Failures: RCE & DNS Exfiltration in ChatGPT Canvas

Dual Critical Failures: RCE & DNS Exfiltration in ChatGPT Canvas

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1 min read
I Broke My Search Engine Three Times Before Elastic Finally Made It Click

I Broke My Search Engine Three Times Before Elastic Finally Made It Click

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7 min read
Stop / Delay / Block: a minimal execution safety gate (30-second demo)

Stop / Delay / Block: a minimal execution safety gate (30-second demo)

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2 min read
Giving Autonomous Agents Access to Email

Giving Autonomous Agents Access to Email

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7 min read
Building a Resilient Financial Engine: How I Fixed a Data Duplication Bug with Idempotent SQL

Building a Resilient Financial Engine: How I Fixed a Data Duplication Bug with Idempotent SQL

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2 min read
Cruel AI Marketing: Why the Latest HX 370 is Still No Match for a 5-Year-Old 2060 Super

Cruel AI Marketing: Why the Latest HX 370 is Still No Match for a 5-Year-Old 2060 Super

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15 min read
I Made a Paper I Don't Understand Run in the Browser — Active Inference Claude Code

I Made a Paper I Don't Understand Run in the Browser — Active Inference Claude Code

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10 min read
Day 19 — How I Built a File Integrity Monitor in Python to Detect File Tampering

Day 19 — How I Built a File Integrity Monitor in Python to Detect File Tampering

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10 min read
🐳 Containerizing a Python FastAPI Application with Docker (and Solving ARM vs x86 Architecture Issues)

🐳 Containerizing a Python FastAPI Application with Docker (and Solving ARM vs x86 Architecture Issues)

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4 min read
Journey migrating to uv workspace

Journey migrating to uv workspace

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5 min read
Building a Telegram Bot for Allen AI's Open-Source Models

Building a Telegram Bot for Allen AI's Open-Source Models

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5 min read
Web2API — Turning Websites into REST APIs (and MCP Tools)

Web2API — Turning Websites into REST APIs (and MCP Tools)

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4 min read
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