[BBL] · IN DEVELOPMENT
Sovereign Agentic Engineering

Bubbly is a sovereign agentic coding environment: an IDE, a CLI, and a mission-control room where autonomous agents read your whole codebase, plan a change, write it across files, run the terminal and tests, debug failures, and review their own work. Every model runs locally on your own hardware via Ollama, so your source, prompts, and secrets never leave the building.

LOCAL
Models via Ollama
0
Code egress
9
Specialist agents
FULL
Codebase index

A capable agentic environment, running on your own models.

Read → Plan → Edit → Test → Review

01The ideaWhere your
code lives

Modern agentic dev tools can understand a codebase, write across files, run tests, and fix their own mistakes. Most share one problem: your proprietary source, your prompts, and your secrets are sent to someone else’s servers for any of it to work.

Bubbly delivers that autonomy as a local software factory. It is an agent runtime, a codebase index, and a tool sandbox, with a model in the middle, running entirely on infrastructure you control. For teams that cannot ship their source to a third party, that is the difference between adopting agentic engineering and being locked out of it.

Surfaces
Desktop IDECLIMission control
Runs on
OllamaYour own GPUsAir-gappable
02The agentic loopIntent to
reviewed code

Bubbly carries a task from intent to reviewed, tested code without skipping the steps a careful engineer would take.

01

Reads the whole codebase

Symbol, semantic, dependency, and call-graph retrieval build a working set for the task, not blind, file-by-file keyword matches.

02

Plans before it codes

Decomposes the task into a tracked plan with dependencies and a clear order of work before touching a single file.

03

Edits across files

AST-aware patches that rename symbols and update every call site automatically, never blind, destructive overwrites.

04

Runs the terminal and tests

Executes commands and test suites in an isolated sandbox. Work is not done until the tests pass.

05

Debugs to root cause

Traces a failure through the call graph and data flow to the actual cause instead of patching the symptom.

06

Reviews its own work

A critic agent checks for architecture drift, missing edge cases, and full spec coverage before anything is handed back.

03On your modelsLocal via
Ollama

Every model Bubbly uses runs locally through Ollama on your own GPUs. There is no required cloud endpoint, no API key shipping your code to a vendor, and no telemetry phoning home. It runs fully air-gapped.

A model router picks the right local model for each step, so you get strong results without one giant model carrying every task. The result is coding autonomy with the data posture of an offline workstation: your weights, your hardware, your code.

BBL · MODEL ROUTER
MODELROUTERper-task routingPLAN + REVIEWreasoning model via OllamaROUTINE EDITSfast model via OllamaRETRIEVALembedding model via OllamaYOUR GPUS · AIR-GAPPABLE
04The surfacesOne session,
four ways in

One session backbone, four ways to work, and you switch between them without losing state.

Desktop IDE
Editor with an inline agentLive, side-by-side diff reviewMission-control view built in
CLI
Scriptable and pipe-friendlySteering and MCP supportRuns in CI and over SSH
Mission control
Live agent run feedApprovals queue for risky stepsBrowser mirror and diff review
One session
Shared across every surfaceDurable, resumable stateClose the IDE, lose nothing
05GovernancePermissioned,
logged, reversible

01

Control

Approval gates before risky actions, bounded and explicit tool permissions, and a human in the loop by default.

02

Accountability

An append-only audit log where every action is attributable, with the full decision history preserved.

03

Safety

An isolated execution sandbox with snapshot and rollback, and network egress restricted to an allowlist.

04

Sovereignty

Runs inside your perimeter on your own models. Your code never leaves, and no external service is required.

Agentic engineering, without the cloud.

Give your engineers an autonomous coding agent that understands the whole codebase and runs entirely on your own models, so the work moves fast and the source never leaves the building.