Built in the Open

Roadmap

Where Ava has been and where she's going.

81%

Complete

Shipped

Coming

🧠

Intelligence

18/19

Core agent loop with 54 tools

6 thinking modes (Work, Plan, Chat, Teach, Security, Brainstorm)

24 specialist personas with conductor orchestration

5-layer memory with TF-IDF recall

Memory Agent — curated briefs, not raw dumps

Auto Mode — Qwen 3.6 Plus conductor, best model per task

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 (80% token reduction)

Direct mode — no auto-orchestration, just action

Qwen Omni + Kimi K2.5 multimodal models

Intent detection (thinking out loud vs instruction)

Computer use — Holo3 vision + UIA grounding + adaptive wait (IDE)

Smart replanning — Qwen replans from blackboard state on failure

Memory overhaul — pre-compression extraction, ambiguous reference detection, relevance scoring

Screenshot compression — Rust-side resize to 1280px for faster inference

Qwen 3.6 Plus conductor + MiniMax M2.7/M2.5

Voice system (Kokoro TTS)

💻

Surfaces

11/14

VS Code extension with unified panel

Ava IDE (Tauri desktop app)

Companion web/mobile app

CLI agent

Consolidated sidebar — 7 items, identical across extension + IDE

IDE file explorer with syntax highlighting

Resizable sidebar with flip

Single-bubble responses

Data portability (export/import)

IDE live status feedback — 15+ event types shown during tasks

IDE project explorer — dynamic cwd updates to sidecar

Game engine API integrations (Unreal, Godot, Unity)

Plugin marketplace

Code signing (Azure Trusted Signing)

🎓

Education

5/7

Teach mode with curriculum generation

Spaced repetition and progress tracking

Fact-checked content with web search

20 language support

Game development knowledge pack

AI-era learning paths (learn by building)

Community-contributed knowledge packs

🔒

Privacy & Security

8/10

Local-first architecture

All data in ~/.ava/ by default

Cloud sync opt-in with 15-min auto-sync

BYOK users fully private (zero platform reporting)

Secret vault for API keys

Security audit mode (OWASP)

Atomic token enforcement

Company hub 3-layer auth with inactivity lock

Independent security audit

End-to-end encryption for cloud sync

🚀

Platform & Business

9/13

Web platform with auth and usage tracking

Company hub (Tauri admin app)

Qwen partnership (50% enterprise pricing)

MiniMax M2.5 + Qwen 3.5 Omni Plus — paid plan defaults

9 providers, 20+ models (inc. Holo3, MiniMax, Qwen 3.6)

3M free Qwen tokens for all users

Device sessions (1 key, 3 platform slots)

Creative studio with sectioned prompts

Delete all memories (local + platform)

Paid plans launch (Pro, Ultra, Enterprise)

Token top-ups

OAuth connections (GitHub, Slack, Discord)

Ava Foundation (40% of earnings)

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