AI engineering insights.

Published insights from F200.ai on AI engineering, agents, model fine-tuning, software delivery and cloud infrastructure.

Book a 30-min call with the founders Tell us your problem

2026-10-07

Inside Shiftyard: a governed software factory for coding agents on your own machines

A deep technical tour of Shiftyard, f200's pre-release, Apache-2.0 daemon that runs unmodified coding-agent CLIs under a queue, leases with fences, a deterministic policy gate, verified turns and a merge train: architecture, the gate's decision ladder, memory and model-selection gates, tests, measurements, and what is built versus planned.

2026-10-07

Software factories: why every company, from enterprise to solo founder, needs one

AI agents can now do day-long engineering tasks, and almost every developer uses AI. Yet company-level gains are elusive. The research shows why: value comes from the system around the agents. A business guide for CEOs, product founders and solo builders, with data from 40+ studies, case studies and a 90-day plan.

Start with the problem.

We’ll start with a conversation.

Book a 30-min call with the founders Tell us your problem

Blog News Careers