Changelog
New features, improvements, and fixes.
Track every improvement to Aimless. From new agent capabilities and swarm orchestration upgrades to infrastructure hardening and API refinements — this is where we document what shipped and why. Follow along to see how the platform evolves, and how each release moves autonomous data operations forward. We ship frequently, and every entry below includes the context behind the change so you can evaluate what matters for your stack.
Clear Signal
Fixes chart rendering, conversation routing, and research verification, plus adds inline report branding and faster notifications.
Group Memory
Group chats now persist and render live, dashboards fix multi-series and aggregate rendering bugs, and pipelines gain fixed-roster fan-out.
Fair Meter
This release makes spending fair and legible, and makes connected data trustworthy. Workspaces begin with $10 of credit, top up when they need more, and stop hard before overspending. Reads from a connected source, whether that is GitHub issues, pull requests, or rows from an API, now return the full set from the authoritative place rather than a cropped list or a fabricated row. A Report a problem button captures a bad run so it can be triaged and fixed. Forecast and weather dashboards that arrive as parallel columns finally bind and draw as proper series, model routing retires dead models and matches each question to a capable model, and QuickBooks joins the connector catalog.
Standing Orders
Loops that run on their own toward a goal, another no-fake-data hardening pass, budget caps you can see with a live model catalog, and a Glass Box that shows the whole crew.
Earned Trust
A system that grades its own honesty, one unified credential vault, sharing that takes a yes, visible model swaps with savings, and continuous deployment.
Finished Work
Hand-off-ready reports and slide decks, an always-on File Storage vault, private-by-default access, a single organization hub, resilient autonomous runs, and a full public API.
Governed Autonomy
SQL and database connectors, an AI report swarm grounded in your real data, end-to-end resource access control, self-governing model routing, and an OAuth provider for external assistants.
Verified Operations
Adversarial data-integrity verification, live-connector dashboards, new marketplace-class agents, a single-spine cognitive timeline, and self-consolidating memory.
Hermes Architecture
Multi-model reasoning, context compression, guided playbooks, delegation sandboxes, and full trajectory observability.
AI-Powered API Discovery
Aimless can now automatically discover and connect to thousands of public APIs using AI-driven search and documentation analysis.
Initial Release
The first public preview of Aimless. Natural language dashboards, chart rendering, and external data connectors.