Architect
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Project Helios
Agentic Software Development Platform
From engineering task to reviewed pull request.
Issue / Spec
Development task + repository context
Planner
Decompose the task. Define acceptance checks.
Implementation Agent
Repository changes
Test Agent
Generate & run tests
Reviewer
Inspect the diff
Human checkpoint
Review decisions, evidence and changes.
↓ Pull request Diff · Tests · Review notes
The problem
AI coding assistants are powerful, but developers still have to manually coordinate planning, implementation, testing, repository context and review. Moving between these steps remains a developer's job.
The product
Helios orchestrates specialized software-engineering agents around real repositories. A task can be decomposed, implemented, tested and reviewed while the developer controls important decisions and checkpoints.
Who it is for
- Software engineering teams
- Startups
- Enterprise development teams
- AI-native engineering organizations
From task to pull request
ISSUE / SPEC→PLAN
→AGENT EXECUTION→
TEST→REVIEW
→HUMAN CHECKPOINT→PR
Engineering capabilities
Repository understanding
Build task context from source code, repository tools and project conventions before planning a change.
Multi-agent orchestration
Coordinate planning, architecture and coding agents with model selection, tool calling and MCP interfaces.
Tests and code review
Generate and execute tests, then use review agents to inspect the change against the task and repository.
Human checkpoints
Keep developers in control of the plan, consequential decisions and the proposed pull request.
Durable execution
Maintain persistent task state and support failure recovery across long-running engineering work.
Traces and evaluations
Inspect agent activity and assess execution quality as part of the development workflow.
Developer control
The intended output is a reviewable pull request, with the diff, test evidence and decisions attached. Developers can revise the plan, inspect execution and decide whether a change is ready to merge.
Architecture
Helios is exploring a repository execution environment backed by persistent task state. An orchestrator would assign specialized agents, manage tools and tests, recover failed steps and pause at developer checkpoints before generating a pull request.
Business model
Helios is exploring a future developer SaaS model based on team, developer or usage needs. Product validation focuses on whether coordinated agents can deliver useful, reviewable repository changes.
Status
Concept. Helios is currently exploring the orchestration model, developer workflow and repository execution environment.