What's Next
This is where we reveal what’s next.
Future Plans
We’ve officially launched Stela — the first public glimpse
into the future we’re
building.
It’s just the beginning. Now, we’re on a mission to make it
hellishly powerful. We’re actively pushing Stela toward its next stage of
evolution —
into something significantly more capable.
Our team is working in parallel on two major fronts — advancing Stela by unlocking the
full potential of our in-house AI system and building a platform-agnostic AI
coding
assistant that works across
diverse development environments beyond VS Code.
Together, these efforts form the backbone of what's next. Below, we share how we plan
to advance Stela — from expanding its features to
sharpening its intelligence — and how our in-house AI systems,
Megaminds, will drive that transformation.
If this excites you, if you're passionate about creating products
that
redefine how software is built, and if you want to help shape that
future
with us — then you're more than welcome to join us on this
remarkable journey.
Full-Codebase Awareness
A major upgrade coming to Stela is full codebase access —
the ability to understand and operate
over your entire repo, not just single files or visible tabs.
With full-repo awareness, it will learn your
structure, dependencies, naming
conventions, and file relationships — enabling intelligent,
contextually accurate suggestions that fit
your codebase like a native contributor.
This foundation of full-repo awareness will power Stela's ability to generate
production-grade answers in chat — and will unlock the deeper
intelligence running silently in the background, enabling smarter
completions, structural understanding, and
seamless refactors across your entire codebase.
Production-Ready Chat
One of the key upgrades we're building into Stela is a smarter,
production-focused chat experience.
Today, most AI coding tools generate quick, shallow code that's full of
issues — riddled with bugs, security
flaws, and architectural mismatches. This
low-quality code silently enters codebases and becomes a nightmare for
testing, debugging, and QA.
We're fixing this at the foundation. Stela's chat is evolving into a place where
high-quality, production-ready code is generated by default —
aligned with your real architecture, conventions,
and long-term goals.
This leap will be made possible by Megamind 1, our in-house AI
engine that will power the conversational experience inside Stela.
Background Intelligence
We're unlocking a whole new layer of intelligence in Stela —
one that watches your codebase as you build.
In fast-moving teams, large volumes of code get added rapidly — and if that growth
isn't grounded in the right structure, refactoring later becomes
painful, costly, and often impossible to scale cleanly.
We're addressing this at its core. Stela will soon come with an embedded
intelligence that continuously reviews your code as you
write — quietly ensuring that every new line fits your architecture,
flags vulnerabilities early, and keeps your codebase
production-grade from the start.
This capability will be made possible by Megamind 2, our in-house AI
engine built to understand and evolve your codebase over time.
The Agentic Future of Stela
We're adding agentic capabilities to Stela — systems that go
beyond just answering prompts. The next
evolution of Stela will introduce autonomous agents that think in
systems, not snippets. Agents that can
reason through problems, plan multi-step changes,
and take initiative to execute complex workflows.
Soon, you'll ask Stela to refactor modules, write
tests, or scaffold features — and watch it carry out
those changes across the codebase with precision.
Today, most AI agents can't actually ship code. They produce fragile snippets
riddled with bugs,
integration gaps, and missing context. These agents
may automate tasks, but they don't deliver real
engineering value — and they often leave a mess behind.
We're taking a fundamentally different path. Our agents will be the
most reliable autonomous systems for
generating production-ready code — because we're already solving the hard
part: powering and grounding
every small code change with deep production intelligence. And these
agents will be built on the same
in-house AI systems — Megaminds. Megamind
1 writes with future demands in mind; Megamind
2 grounds every
line in your actual codebase.
Together, they power agents that will build production ready software — not
just runnable demos.
Predicting Your Next Move
One of the powerful capabilities we're adding to Stela is next edit
prediction — the ability to
anticipate what you're likely to change next, based on how your code and
intent are evolving.
We're eliminating the repetitive, obvious
edits that drain focus but add little
value. By understanding your code's structure and your goals, Stela
can proactively complete
boilerplate, fix ripple effects, and adjust
related functions or dependencies before you even ask — so
you can stay in flow and focus on the high-impact
logic that really matters.