The arc

Three horizons.
One thesis.

Where the platform is going, by quarter. Each horizon has a single thesis it's organized around — the work that lands in it ladders up to that bet.

Q2 2026 Active

Make every output trustworthy.

The bet: output isn't real if it can't be defended. This quarter, every saved deliverable carries lineage, sources, and a confidence score — and the eval pipeline closes the regression loop on Play behavior changes.

Receipts on every deliverable — lineage + sources + confidence rendered in workspace
Context-rich behavioral judge — eval pipeline upgrade for regression detection
Deterministic workflow audit — every node round-tripped and verified
Per-Play measurement layer — time-saved + margin attribution per run
Q4 2026 Sequenced

Make outputs richer than markdown.

The bet: a saved deliverable should be more than a doc. Q4 explores generative-UI surfaces in chat, deeper research-tool integrations, and the next class of Plays that produce interactive artifacts, not just text.

Generative-UI tool — in-chat interfaces for shaping outputs visually
Research-tool integrations — BuzzSumo + 4 more, queued behind budget
Interactive deliverables — Plays that produce dashboards, not docs
External commercialization — design partners on the platform
Honest planning · themes are bets, not guarantees · order changes when the work tells us to → Subscribe to the changelog

The arc bends toward more trust, more leverage.

Every horizon makes Plays more defensible, more yours, more useful.

Run your first agent
The arc bends toward more trust, more leverage

Output is the only thing
that actually matters.

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