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The library

Our theory, written down. The thinking behind how we direct AI-accelerated delivery and own the architectural outcomes.

April 28, 2026

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Reverse DNS (PTR) Records: The What, Why & How for Founders

DNS isn't just about pointing names to IPs. Reverse DNS is the invisible handshake that keeps your emails out of spam and your infrastructure reputable.

dns devops startup-tips infrastructure email-deliverability

April 22, 2026

Day-One Legacy: The Hidden Cost of AI-Generated Codebases

AI-accelerated delivery produces code that is functional but lacks human context. When code is born without intent, it becomes legacy debt from day one.

ai-generated-code technical-debt startup software-engineering

April 22, 2026

The Verification Trap: Why Checking AI Work is Harder

AI tools remove the effort of creation but replace it with the burden of verification. When code has no intent, auditing it becomes a game of telephone.

ai-generated-code code-audit startup accountability

March 23, 2026

Intuition Is the New Headcount

The old model sold bodies. The new one needs judgment and AI execution. Why earned intuition—scar tissue from building—is now the highest-value asset.

ai startup teams leadership

March 13, 2026

The Cost of Delegation

Agents execute at scale. Accountability doesn't transfer. Delegating everything to AI doesn't make you a CEO—it makes you an accountability sink.

ai-agents startup leadership accountability

February 26, 2026

Claude Code Audit: 5 Real Projects, 5 Hidden Failures

We audited 5 SaaS apps built with Claude Code. The code looked senior-level — but auth, error handling, and data integrity were silently broken.

claude-code code-audit ai-generated-code security

February 23, 2026

PostGIS: Building Location-Aware Applications

Practical guide to PostGIS, spatial indexing, and H3 — turn address columns into spatial queries for delivery routing and territory analysis.

gis postgis postgresql geospatial

February 23, 2026

React Native Skia: Shaders, Uniforms & Reanimated

Guide to Skia shader uniforms with Reanimated shared values. Includes examples for GPU animations, custom charts, and gesture-driven effects.

react-native skia mobile animation

February 22, 2026

BEAM OTP: Why Everyone Keeps Reinventing It

What makes BEAM and OTP different from async/await, threads, and actors. Process isolation, supervisors, and why Erlang's model keeps winning 40 years later.

elixir beam otp concurrency

February 14, 2026

Free Claude Code Audit Plugin: 7 Analyzers

Open-source Claude Code plugin that scans any codebase for secrets, security issues, dependency risks, and test coverage. Install in one command.

claude-code code-audit open-source ai-tools

February 13, 2026

PhoenixPress: Compile-Time SEO for Phoenix Apps

We open-sourced PhoenixPress - sitemaps, robots.txt, and RSS feeds for Phoenix, generated at compile time with zero runtime overhead.

elixir phoenix seo open-source

February 12, 2026

Due Diligence for AI-Generated Codebases

How to evaluate AI-built and vibe-coded startups before acquisition. What traditional technical due diligence misses and what your deal team needs to check.

vibe-coding due-diligence AI investors

February 10, 2026

Pre-Acquisition Code Review: A Buyer's Guide

What to check before buying a software company. A practical guide to pre-acquisition code review for M&A teams and CTOs.

M&A acquisition code-review due-diligence

February 8, 2026

Technical Due Diligence for Software Acquisitions

Technical due diligence guide for software acquisitions. Architecture, security, AI-generated code, and what your deal team needs to know.

technical-due-diligence M&A code-audit acquisition

February 5, 2026

How We Built a pSEO Engine with Claude

Our playbook for building hundreds of programmatic SEO pages without leaving Claude Code - research, strategy, and the gotchas nobody warns you about.

pseo claude-code seo ai-tools

November 15, 2025

React Native Background Audio for AI

How we built hour-long session recording in React Native with expo-audio, direct S3 uploads, and an AI transcription pipeline.

react-native expo audio ai

October 29, 2025

Phoenix LiveView Calendar with Drag-and-Drop

Step-by-step guide to building a production calendar in Phoenix LiveView — data model, recurring events, multi-user views, drag-and-drop, and performance.

elixir phoenix liveview calendar

February 2, 2025

Dynamic App Icons in Expo

How we built an open-source package for switching app icons at runtime in Expo apps. Works on iOS and Android.

react-native expo mobile open-source

October 1, 2024

AI-Empowered, Not AI-Enabled

Our 2024 thesis on why the future belongs to engineers who use AI as leverage, not companies that use it as a crutch. The seed of Accountability as a Service.

thesis ai engineering