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The IDE Is Not the Factory: Building an AI Development Loop That Ships

For the last few years, "AI-assisted development" has largely meant one thing: a smarter autocomplete inside someone's IDE. Claude Code on a laptop, a code review bot at the PR…
Posted by Giuseppe Basile October 27, 2026
Posted inBlog

The AI Dark Factory Dream — Why It Fails and What Actually Works

The premise felt irresistible: give an AI agent a high-level feature spec, walk away, and come back to working software in production. No pull requests to review, no standups, no…
Posted by Giuseppe Basile October 19, 2026
Posted inBlog

Harness Engineering: Building the System That Writes Your Software

For most of the history of software development, "the developer" and "the doer" were the same person. Engineers wrote code, ran tests, debugged failures, and shipped features. The cycle was…
Posted by Giuseppe Basile October 8, 2026
Posted inBlog

When Engineers Govern Agents Instead of Writing Code

For most of the past few years, AI assistance in software engineering meant one thing: a smarter autocomplete. The engineer stayed firmly in control, accepting or rejecting suggestions line by…
Posted by Giuseppe Basile October 8, 2026
Posted inBlog

The Autonomous Coding Pipeline Is Now Worth Running

The idea of a fully autonomous coding pipeline — where a GitHub issue goes in and a validated pull request comes out, with no human in the middle — has…
Posted by Giuseppe Basile October 5, 2026
Posted inBlog

The Four-Layer Stack Behind a Working AI Coding Factory

The framing for AI as a coding assistant has shifted quickly over the past year or two. Early on, it was mostly about autocomplete — a smarter tab-key. Now teams…
Posted by Giuseppe Basile August 31, 2026
Posted inBlog

Why Your Software Factory Needs Agent Sandboxes to Scale

For most of the past two years, running AI agents on a laptop or inside a container felt like enough. Isolation checked the safety box; the engineer watched the terminal…
Posted by Giuseppe Basile August 12, 2026
Posted inBlog

The Gap Between the Dark Factory and the Rest of Us

Something struck me recently reading about a team of three engineers who operate what they call a software factory. No human writes code. No human reviews code. A specification goes…
Posted by Giuseppe Basile April 1, 2026

Recent Posts

  • The AI Engineer’s Job Has Changed: Building the Loop, Not Just the Feature
  • The Engineer as Bottleneck: Why Autonomous Agent Loops Are the Next Frontier
  • The Shared Environment: The Quiet Architecture Shift Behind Multi-Agent Pipelines
  • The IDE Is Not the Factory: Building an AI Development Loop That Ships
  • ELITE Agentic Engineers Are LEAVING THE LOOP… Here’s why

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