Ava approaches your features the way a real engineer would, not the way a fast autocomplete does.

She plans first. She reads your codebase, recalls past decisions from memory, designs an approach, and presents it for your approval. You see the steps, the files involved, the verification, and the alternatives — before anything changes.

She executes task by task. Once you approve, her Builder agents run each step in sequence. Each Builder gets its own clean context window with the right tools for the job. The work stays focused, the conversation stays cheap, and you see progress task by task.

She pauses on real blockers. If a step needs your input — a credential, an env var, a design decision — she stops and asks rather than guessing.

She summarises when done. Each Builder reports back. You get a clean recap of what got built, tested, and committed — not a wall of tool calls.

Her internal team activates for complex work: Scout → Architect → Verifier → Sequencer → Challenger → Builder. Simple questions skip orchestration entirely — zero overhead.

Pick the fleet that fits the job: Maestro (a tier-differentiated Qwen ensemble — the predictable daily driver, with Qwen 3.8 Flash coordinating and building) or Supernova (the polyglot — DeepSeek V4.1 Flash coordinates and takes the chat and mid-tier seats, Qwen 3.7 Plus builds, Qwen 3.8 Flash handles vision).

Ava ships with a Creative Studio that generates real assets and integrates them into your projects.

Logos and icons are built, not guessed. Ava composes them from geometric primitives and real fonts into clean, resolution-independent SVG — so a mark stays razor-sharp at any size and drops straight into your favicon or JSX. She'll show you several directions and let you pick the one that fits.

Brand kits tie it together. Set your name, palette and fonts once, and every asset Ava makes inherits them. Image and video run on Wan, voice on Qwen3-TTS — Alibaba's open-weight models.

The integration is the point. When Ava designs a logo, she can drop it into your public/ folder and reference it in your JSX. When she generates a hero video, she can wire it into your landing page. The Creative Studio isn't a separate app — it's a tool Ava uses in the middle of building your project.

Every asset is tracked in the Library tab — grid or list view, filter by type, preview, copy paths, and reuse across projects. A full logo system saves as one grouped card, so all its variants stay together.

Tell Ava what you want to learn and she becomes a real teacher. Teach runs on the same credits as every other mode — so the 300 free each month gets the Free tier learning at no cost.

Ava builds the curriculum from scratch. Tell her what you want — "teach me Rust for game development", "help me get good at React Server Components" — and her Curriculum Architect designs a full learning path: modules, lessons, prerequisites, exercises, projects, quizzes — sequenced to your level and goal.

Ava delivers the lessons herself. Her Tutor persona teaches one lesson at a time. Socratic, adaptive. She checks you actually understood, explains your mistakes without making you feel bad, and tracks progress with spaced repetition.

Every lesson is fact-checked before delivery. Her Fact Checker verifies code examples, API signatures, and version-specific details against the live web before she says it out loud.

She remembers your learning. Build a feature later that uses something she taught you, and she references it: "remember when we covered dependency injection? Same pattern here."

Two modes for thinking work, no code touched until you approve.

Plan mode — read-only architecture and proposal work. The Researcher gathers evidence (codebase, web, memory). The Architect designs the approach. The Challenger questions every decision. Output is a structured plan you can approve or reject.

Brainstorm mode — for ideation and decision-making. The Explorer mines your context. The Researcher checks the market. The Ideator generates options. The Challenger cuts the weak ones. The Refiner turns survivors into "here's what you do Monday morning" plans.

Security mode runs a full OWASP-aligned scan with five specialist personas:

1. Recon — maps your attack surface (entry points, dependencies, auth model)
2. Scanner — systematically checks every OWASP Top 10 category
3. CVE Researcher — looks up known vulnerabilities in your specific dependency versions
4. Verifier — confirms each finding is real and exploitable, eliminates false positives
5. Reporter — produces a structured report with severity, file:line, fix, and priority

Every finding references real code in your repo. Every CVE is matched to your actual versions. False positives get killed before you see them.

The work that isn't code, but still has to happen:

• Office suite — generates real native files, not screenshots:
  • Emails (.docx) with tone-aware fonts (serif for formal, sans-serif for casual)
  • Reports (.docx) — board briefs, sprint reviews, weekly status pulled from your tasks, journal, memory, and git history
  • Documents & spreadsheets (.docx, .xlsx, .pdf, .csv, .md)
• Browser automation — drives a headless Chromium via Playwright when a task needs real-world interaction: navigate, click, fill forms, screenshot, extract text, run JavaScript. Fully opt-in, approved on first use. Desktop-level automation (app control, screen capture) lives in the dedicated Ava IDE, not this extension.
• Tasks — track work across global and project scopes, shown on the dashboard
• Journal — your entry and Ava's, side by side, with mood tracking and streaks
• Daily briefing — a proactive morning check-in: today's tasks, overdue items, journal streak, learning progress

A dedicated Write mode for anyone who writes — reports, proposals, letters, articles — with no coding required.

You write in plain words; she handles the document. Tell Ava what you need, or start from a worked template, and she drafts it properly: headings, tables, callouts, even a cover image she generates herself. When it's ready, she exports a branded Word document or PDF.

Edit by talking, and never lose your formatting. Say "tighten the pricing section" and Ava changes just that part — the rest stays exactly as it was. You watch it render live.

It's yours. Save a document you love as a reusable template, and pin your brand — fonts and colours — so every new document inherits it. The source is plain Markdown, so nothing's ever locked in.

Ava's care goes past the codebase. Health mode adds a full fitness and nutrition arm — same free-for-everyone posture as the rest of Ava.

A real catalogue. Exercises across every style — strength, hypertrophy, conditioning, HIIT, mobility, yoga, pilates, recovery, running, cycling, hybrid — and recipes across every course: breakfast, mains, starters, sides, snacks, desserts. Search, filter, open any entry for full detail. Submit your own, too.

Plans built around you. Tell Ava your goal and she builds a fitness, meal, or combined plan — shaped by your profile: level, goals, injuries, dietary needs, equipment, and how much time you actually have on a weekday versus a Sunday. Plans run 1, 3 or 7 days, composed from the catalogue rather than invented, so every movement and meal carries its technique guide and its real nutrition.

Ready-made plans, on the days you choose. A shelf of professionally built starters you can read in full before committing — every movement with its picture, its cue and its sets. Start one and you place each session on a date yourself; the days you leave between them become rest, because that is what they are. Three sessions across a week make a week-long plan, and it says so before you begin rather than after.

She checks before she replaces anything. Activating a plan archives any other active plan of the same type, so Ava tells you which one and when it runs to, and asks whether to follow it or replace it. When there is no clash she says nothing — a meal plan and a training plan have never conflicted. Ask her to delete a plan and she will, unless you have logged something against it; then she archives it instead, because that record of what you did exists nowhere else.

A shopping list built from the plan. Aisle by aisle, a whole week at once, across every plan you are running, scaled to how many people you are feeding. When a meal is not on the list, Ava tells you why — an ingredient she could not read is a different problem from one already in your cupboard, and you should know which.

A prep plan for where the work lands. What to cook once and eat twice, which evenings are genuinely heavy, and the difference between minutes you stand over a pan and minutes it just sits there.

A training log that records what actually happened. The sets, the reps, the load you really used — not the load that was written down. Skipped is recorded as a fact, never as a blank, because those two things mean entirely different things and software that treats them the same is guessing at your life. Tick a movement or a meal off where you are looking at it, and leave a note in your own words.

And progression stays your call. One week is not enough evidence for anyone to decide you are ready to add weight. So Ava does not. She tells you what she noticed — you hit the top of the rep range twice, you cut Wednesday short, your note said your back was tight — and you decide, because you know things about your body that no log contains.

Same memory, same Ava. What you log writes to the same memory as your code decisions, so the version of her helping in your kitchen knows what your shoulder did on Tuesday.