Atlas Roadmap.
The roadmap is now an operating history more than a wishlist. V5 collapses the planned V3.5 → V4 work into one local-first engineering layer while keeping private environment data out of the public site.
SFMC core becomes a product
Data Views Atlas, JOIN Builder, structured snippets, runbooks, patterns, evidence tiers, sourced platform limits and search.
Premium UI + SQL depth
Dark/glass/terminal system, SQL deep dives, deterministic ROW_NUMBER patterns, grain, SARGability, staging and production-oriented examples.
Operational SFMC system
Deployment Cockpit, production checklists, Automation/SMS depth, incident knowledge and Shit That Bites You in Production.
Native PT-BR Atlas
Complete EN/PT-BR route parity with native technical prose and shared canonical IDs/code.
Connected Atlas
Knowledge Graph, Recipes, Query Workbench, Workspace, Incident Console and automatic Related Knowledge.
Engineering OS
Private Environment Console, SFMC-AUDITOR/Companion compatibility bridge, snapshot drift detection, local notes, executable Recipes, conditional deployment risk flags, generated evidence helpers, custom presets, production-trap incident context, provenance panels and bounded LLM Context Packs.
Deeper environment intelligence
Validate adapters against additional real Auditor exports, improve Journey topology reconstruction, add richer migration-readiness scoring and promote Systems / Data / AI / Security knowledge only as evidence moves from Study → Lab → Project → Production.