// all posts
The Black Box Problem: When AI Writes Code You Don't Understand

A developer's confession about AI-generated landing pages sparks an important conversation about code ownership, technical debt, and the hidden costs of tools that work like magic.

Building a Career in SRE: The Real Path from Junior to Staff Engineer

A 10-year SRE veteran shares the actual progression from junior to staff level—what worked, what didn't, and the skills that matter most at each stage.

Iroh 1.0 Ships: A New Toolkit for Building Distributed Applications

Number 0 Labs releases Iroh 1.0, a Rust-based networking library that simplifies peer-to-peer data sync, hole-punching NAT traversal, and distributed app development.

Build Local Speech-to-Text with Whisper: No Cloud, No API Keys Required

Learn how to implement privacy-first speech-to-text using OpenAI's Whisper model running entirely on your machine—no cloud dependencies or API costs.

Iroh 1.0 Released: Production-Ready P2P Networking in Rust

The Rust-based peer-to-peer networking library Iroh hits 1.0, bringing NAT traversal, efficient data sync, and production stability to distributed apps.

Your ePub Is Fine: Kobo, Adobe, and the eBook Validation Wars

Kobo's rejection of valid ePub files exposes how Adobe's DRM validation creates a de facto proprietary standard, breaking interoperability promises.

When Your AI Provider Goes Down: One Developer's Backup Plan Reality Check

A Friday night Fable 5 outage forced one developer to run critical workflows on backup models. Here's what broke and what every AI-dependent team should learn.

You Know the Patterns. Why Do You Still Freeze in Technical Interviews?

Developers spend months grinding LeetCode, yet still blank during interviews. The gap between knowing and performing reveals why interview prep needs more than pattern recognition.

AI Doesn't Hallucinate. Your Architecture Does.

Hallucination isn't a bug in LLMs—it's the mechanism. The real problem is misallocating non-determinism in your system design.

Salesforce Acquires Fin (Intercom) for $3.6B in AI Customer Support Play

Salesforce announced a $3.6 billion deal to acquire Fin, the AI-powered customer support platform formerly known as Intercom. Here's what developers need to know.

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