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Roadmap

What's shipped, what's next, honestly.

We list only what's real. Status reflects the current codebase, not a wish list. If it isn't built yet, it says so.

Shipped

Live in the product today.

Streaming chat

Real-time chat with a frontier Claude model, with persistent conversation history.

Studio: controlled generation

Tone, hook, format, and length controls with a pixel-faithful live LinkedIn preview.

Topic research

Built-in live web search blended with your knowledge base into a sourced draft.

Grounded knowledge base

Upload PDFs, DOCX, CSVs, and screenshots (vision OCR); semantic retrieval grounds every draft in your material.

Encryption & tenant isolation

AES-256-GCM at rest, database-enforced tenant isolation, and an append-only audit log.

Usage meters & dashboard

Plain-language plan meters that show exactly where you stand, with warnings before you reach a limit.

Fair-use limits

Per-plan monthly usage limits and rate limiting keep the service fast and the pricing flat.

In progress

Built into the foundation, not switched on yet.

Paid billing (Stripe)

Checkout, webhook, and the subscription/quota schema are in place, disabled until keys are set; no live payments yet.

Smart routing

Lightweight steps run on a fast path behind the scenes; your drafts are always written by the top model.

Teams & roles

Multi-tenant orgs, roles, and RLS exist in the schema; member invites and a team UI are still to come.

Carousel generation

Inline slide decks are live in chat and Studio; PDF export for LinkedIn document posts is still to come.

Planned

On the roadmap, honestly not built yet.

Image generation

Post visuals via the pluggable provider layer (fal.ai / Replicate).

Video generation

Short-form video for posts, through the same provider layer.

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