Ai-Automation

Before You Fund Another AI Pilot, Fix the Operating Model

AI pilots look promising until handoffs, ownership, and approvals get messy. This guide shows leaders how to make AI automation safe to run at scale.

How human-in-the-loop agentic workflows change delivery speed (and governance)

A practical model for using agentic workflows to increase delivery throughput while strengthening review, traceability, and verification.

How Via Logos Runs Loop Engineering

Via Logos turns management intent into a loop that can act, check, repair, remember, and stop for human approval.

The portal moment: why Django + Vue ships fast without getting fragile

A practical guide, grounded in a ViaRah case study, to shipping portals, workflow apps, and dashboards quickly with Django + Vue, plus a gut-check on when Vue is worth it and a build checklist.

Why we released codex-strict-profile for larger codebases

An experimental public Codex profile for teams that need more verification, broader code reading, and clearer risk boundaries on medium and large codebases.