Built in the Open

Hoja de ruta

Where Ava has been and where she's going.

88%

Completado

Lanzado

Próximamente

🧠

Intelligence

27/28

Core agent loop with 90+ tools

7 thinking modes — Code / Plan / Chat / Teach / Security / Brainstorm / Write

24 specialist personas with Conductor orchestration

5-layer memory architecture (extract → reflect → accumulate → analyse → consolidate)

Memory Agent — curated briefs, not raw dumps

Memory hot-path cleanup — durable user/project facts only

Two fleets — Maestro and Supernova, one picker

AutoCoordinator orchestration gate — no task expansion from single-action requests

Self-inspect pipeline — Ava reads her own code from Supabase

10 knowledge packs (game dev, web, mobile, API, DevOps, systems, data science)

Self-improvement vault

Flat system prompt with per-turn mode prefix — 80% token reduction

Listen-first intent gate — Qwen Flash classifier, soft-nudge style

Hard exploration budget — blocks runaway reads before they burn tokens

Compression overhaul — 70% trigger, task continuity preserved post-compress

Tool schema aligned with model conventions (write/read/edit aliases)

Image downsampling + history aging — per-image cost cut 60-80%

Desktop and browser automation in the IDE — open apps, click, type and drive a browser, with a plan you approve first (Windows)

Smart replanning — coordinator replans from blackboard state on failure

Native-agentic dataset capture — 10 datasets, append-only JSONL, ready for the Ava model

Library → Papers — scientific paper explainer with four-layer pass

Native vision routing — images auto-routed to a vision-capable model

Room-scoped assistants — focused Ava per room (Learning / Health / Design), shared memory

Deny a tool call with a reason — Ava adjusts instead of retrying

Stop keeps the conversation, Esc stops Ava

Conversations recover by themselves after a provider refusal

Memories saved when a session goes quiet

MCP support — connect Ava to MCP tools, starting with a live Blender connection

💻

Surfaces

12/13

VS Code extension — published on the Marketplace

CLI agent

Consolidated sidebar — same shape across extension + IDE

Tool-call blocks — top-level stream elements with inline diff views

Context bar — real-time token usage indicator, click-to-compress

Stop button — real hard cancel, momentum cleared

Single-bubble responses

Resizable sidebar with left/right flip

Full-window dashboard layout — every page uses the screen width on wide / 4K monitors

Data portability (export / import)

Ava Supernova IDE — Windows desktop IDE with automatic updates, launching with 1.0

Works without an account — local usage and spend tracking

All 20 languages load properly across the dashboard

🎓

Education

13/15

Teach mode with curriculum generation — 5 specialists (Curriculum Architect, Content Writer, Fact Checker, Quiz Master, Tutor)

Spaced repetition + per-lesson progress tracking

Fact-checked content with web search

20-language support across the agent surface

Game development knowledge pack

AI-era learning paths — learn by building

Community-contributed knowledge packs

Library → Papers — read scientific papers with Ava in plain language

Interactive teach, do and check lessons — graded open input, not just quizzes

Curated Courses hub — Ava-crafted courses with covers, published to your library

Live open grading — Ava marks the answer you actually typed, not a model answer to read against

Curated courses re-authored as interactive steps — teach a bite, you do it, Ava checks

Learning that watches — session logs feed the same shared memory the health loop uses, so lessons adapt instead of resetting

Honest lesson scores, save a course for later, and certificates

Ratings on courses, recipes and exercises

🔒

Privacy & Security

12/12

Local-first architecture — every feature works without an account

All data in ~/.ava/ by default

BYOK users fully private — zero platform reporting

Secret vault for API keys

Security audit mode (OWASP)

Atomic token / credit enforcement

Local-only chat — full agent loop with no cloud round-trip

Local only — your data never leaves your machine

Start over — wipe everything from Settings → Privacy

Account protection — automated and fake signups are stopped before they can use the platform, and free credits go to real people only

Constant watch — suspicious activity is spotted around the clock and contained automatically

Privacy-friendly signups — email alias services like Proton Pass, SimpleLogin and DuckDuckGo are welcome

🚀

Platform & Business

10/10

Web platform with auth + usage tracking

9 BYOK providers, 20+ models — DeepSeek, Kimi, Qwen, Zhipu/GLM, Mistral, MiniMax, Xiaomi MiMo, Tencent Hunyuan and NVIDIA Nemotron

Ava Credits — unified credit-based pricing

Free tier — 300 monthly credits, BYOK unlimited

Paid plans live — Pro $19, Ultra $39, Enterprise $79

Credit top-ups — $3 / $8 / $15 bundles

Credit usage bar with real-time deduction

Period rollover for paid plans

Device sessions — one key for the extension and IDE

Live chat support — Ava first-line triage

🎨

Creative

6/9

Design Studio — guided asset generation

Icon studio — deterministic SVG + AI (Qwen)

Free-form image generation (Qwen)

Video generation (Wan 3.0) — aspect-aware

Voiceover (Qwen3-TTS) — all 48 voices, with translation

Typed asset library + local storage manager

Game Dev asset types — 13 types coming

Web / App asset types — 8 more coming: app icon, badge, avatar, banner, hero, social image, illustration, pattern

3D models with Blender — describe a prop, agree the brief with Ava, and she builds it game-ready in your own Blender, saved to your Library with a 3D viewer

🌱

Health Mode

8/13

860-dish recipe library across 71 regions

170 canonical exercises across 14 movement patterns

Ava-authored technique guides, beginner cues, common-mistakes notes, plus hero and demo imagery per entry

Personalised meal plans that know your pantry, taste history, and training schedule

Adaptive workouts that respond to logged soreness, sleep, energy, and available equipment

Mobility and breathwork sequences for recovery and stress regulation

Log what happened — mark a meal eaten, swapped or skipped and an exercise done or skipped, with a note Ava reads

Weekly logs feeding Ava's memory so recommendations sharpen instead of resetting

Community-shared meal plans and training paths, open dataset

Multi-week meal, fitness and combined plans, saved to your plan library

Shopping list that knows what you skipped

Plans built around the equipment you actually have

Dated plan sessions with movement pictures

Have a feature idea? Open an issue or tell Ava — she can propose tools herself.