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Building an Autonomous Cold Outreach Pipeline in Python: Zero-Cost SMTP Handshakes and Structured LLM Hooks

Building an Autonomous Cold Outreach Pipeline in Python: Zero-Cost SMTP Handshakes and Structured LLM Hooks

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5 min read
AI Leak Watch: Build an Import-Time Release Gate for Python AI Packages

AI Leak Watch: Build an Import-Time Release Gate for Python AI Packages

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8 min read
DEBUG=false but my app still runs in debug mode: why an environment variable "false" is true

DEBUG=false but my app still runs in debug mode: why an environment variable "false" is true

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2 min read
5 Ways to Resize Mobile Image Payloads Before Compression for Predictable Delivery

5 Ways to Resize Mobile Image Payloads Before Compression for Predictable Delivery

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4 min read
CVE-2026-67401 Analysis — cPanel & WHM EmailTrack SQL Injection, From Mail Account to Root

CVE-2026-67401 Analysis — cPanel & WHM EmailTrack SQL Injection, From Mail Account to Root

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5 min read
Three convincing Python fixes that still fail the boundary case

Three convincing Python fixes that still fail the boundary case

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3 min read
Sandboxing Ultraleve de Agentes Autônomos com Firecracker MicroVMs e eBPF: O Fim das Brechas RCE em Execução de Código em Produç

Sandboxing Ultraleve de Agentes Autônomos com Firecracker MicroVMs e eBPF: O Fim das Brechas RCE em Execução de Código em Produç

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19 min read
I Built a Hackathon Platform Before I Knew What Docker Was

I Built a Hackathon Platform Before I Knew What Docker Was

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6 min read
5 Small SaaS Incident Tests for a Cheap Metrics Dashboard API

5 Small SaaS Incident Tests for a Cheap Metrics Dashboard API

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7 min read
MCP vs Custom REST Tooling: Security and the Latest MCP Architecture

MCP vs Custom REST Tooling: Security and the Latest MCP Architecture

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8 min read
Document Preview Pipelines: Python Metadata, Compression, and Four Retail Crops

Document Preview Pipelines: Python Metadata, Compression, and Four Retail Crops

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5 min read
Architectural Breakdown: I Turned My GitHub Profile Into a Cyberpunk Console With a City Built From

Architectural Breakdown: I Turned My GitHub Profile Into a Cyberpunk Console With a City Built From

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5 min read
Django-Modern-Rest 0.16.0: Typed REST APIs as Agent Tool Boundaries

Django-Modern-Rest 0.16.0: Typed REST APIs as Agent Tool Boundaries

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5 min read
Why PDF Extraction Breaks RAG — And What I Built to Fix It

Why PDF Extraction Breaks RAG — And What I Built to Fix It

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1 min read
5 Excel chores worth automating with Python (and how to tell which ones aren't)

5 Excel chores worth automating with Python (and how to tell which ones aren't)

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2 min read
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