Blog23 posts

Deep dives, reality checks, and announcements from the Orbit blog.

Measure Once: Rebuilding Chat Virtualization for AI-Era Apps
15 min read

Measure Once: Rebuilding Chat Virtualization for AI-Era Apps

Our chat scrolled like it was drunk. Then we realized LLM apps break the assumptions every virtualization library was built on. Here's what we changed.

AI
Developer Tools
Engineering
Introducing OPS: The System That Makes AI Write Code Like a Senior Engineer
8 min read

Introducing OPS: The System That Makes AI Write Code Like a Senior Engineer

AI writes working code that ignores your conventions. OPS is 17 subsystems of real-time enforcement that turn suggestions into laws, so every AI-written line meets your standards.

AI
Developer Tools
Code Quality
Project Glasswing: Anthropic Built an AI That Finds Zero-Days Faster Than Humans
9 min read

Project Glasswing: Anthropic Built an AI That Finds Zero-Days Faster Than Humans

Claude Mythos Preview scores 93.9% on SWE-bench, found thousands of zero-day vulnerabilities across major OSes and browsers, and Anthropic says it's too dangerous to release publicly.

AI
Security
Vulnerabilities
Introducing Nightshift: An Autonomous Overnight Agent That Actually Works
7 min read

Introducing Nightshift: An Autonomous Overnight Agent That Actually Works

Nightshift is an open-source Python orchestrator that runs AI agents overnight to harden your codebase, build features, and produce auditable shift logs by morning.

AI
Agent
Developer Tools
The AI Coding Toolchain Wars: Why Every Company Wants to Own Your Workflow
9 min read

The AI Coding Toolchain Wars: Why Every Company Wants to Own Your Workflow

OpenAI bought Astral. Anthropic shipped Channels. The Pentagon can't quit Claude. The AI coding tools war of 2026 is about vendor lock-in.

AI
Developer Tools
OpenAI
From Vibe Coding to Agentic Engineering: What the $285B SaaSpocalypse Means for How We Build Software
10 min read

From Vibe Coding to Agentic Engineering: What the $285B SaaSpocalypse Means for How We Build Software

Karpathy says vibe coding is passé. $285B in software stocks just evaporated. The era of agentic engineering is here, and it changes everything about developer tools.

Agentic Engineering
Vibe Coding
AI
AI Coding Just Got Its Biggest Validation Yet: MIT's 2026 Breakthrough Technologies
12 min read

AI Coding Just Got Its Biggest Validation Yet: MIT's 2026 Breakthrough Technologies

MIT Technology Review named generative coding a breakthrough technology alongside nuclear reactors and gene editing. Here's what it means for developers.

AI Coding
Vibe Coding
MIT Technology Review
The AI Coding Reality Check: What 2025 Taught Us About Hype vs. Evidence
15 min read

The AI Coding Reality Check: What 2025 Taught Us About Hype vs. Evidence

Independent studies show AI coding gains are far more modest than vendors claim. Here's what the data actually says about productivity, code quality, and job impact.

AI Coding
Developer Productivity
Research
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