Manoel Aranda Neto
Team Lead | Mobile SDK Engineer
PostHog
Mobile Engineer with 14+ years of experience building, testing, and maintaining Android applications across industries — including education, transportation, logistics, documentation, and marketplaces. Experienced in designing and implementing mobile SDKs for error tracking, performance monitoring, analytics, feature flags, session replay, and surveys. Over 16 years as a Software Engineer.
Self-Correcting SDKs: Keeping Specs and Implementations in Sync with Agents
Session
AI agents make it easy to change code across many SDKs and packages. The harder problem is keeping all of them aligned on the same behavior.
At PostHog, we use shared SDK specs as a control plane, conformance tests as the safety net, and agent-powered Loop workflows connected to GitHub to continuously detect and fix drift.
Spec changes can fan out into guarded SDK PRs, SDK changes can trigger spec updates, and GitHub issues can be triaged into draft fixes automatically.
The goal is not autonomous code changes. It is a system where agents handle the repetitive alignment work while humans stay in control of review and decisions.