Built to ship software
while you sleep

A deep look at every capability that makes Nexus the most complete autonomous AI development platform available.

Multi-Agent Pipeline

Five-stage pipeline from plan to pull request

Every task flows through a structured pipeline. Agents plan the approach, implement changes, run tests, review the diff, and open a pull request. Each stage is isolated, auditable, and can be retried independently.

  • Automatic decomposition of complex goals into sub-tasks
  • Isolated stage execution with automatic retries on failure
  • Full diff review before any code reaches your repository
  • Configurable stage order, skip conditions, and approval gates
1

Plan

Analyse the codebase, identify affected files, and produce a step-by-step implementation plan

2

Implement

Write the code changes following the plan, respecting project conventions and architecture

3

Test

Run the test suite, verify compilation, check for regressions, and validate edge cases

4

Review

A separate agent reviews the diff for correctness, security issues, and code quality

5

Pull Request

Open a PR with a clear description, test results, and a summary of all changes made

Voice Communication

Your AI staff call you on the phone

Nexus agents make and receive real phone calls. Powered by advanced audio AI for understanding and our HD voice engine for natural speech. Each agent has a unique voice and personality. This is not a chatbot -- it is a conversation.

  • Real phone calls via built-in telephony engine
  • Distinct natural AI voices for each team member
  • Agents call you proactively for approvals and status updates
  • Voice activity detection with natural turn-taking
SC
Sarah Cooper

Hi, this is Sarah from Nexus. The authentication refactor is complete. All 47 tests pass. Should I open the pull request now?

You

Yes, go ahead. And add the migration notes to the PR description.

SC
Sarah Cooper

Done. PR #142 is open with migration notes included. I have also notified Marcus to review it.

Autonomous Workforce

A team of specialists, always on

Nexus runs a full organisational structure. Sarah manages operations. Marcus writes code. James architects solutions. Each agent has persistent memory, a defined role, and the ability to collaborate, delegate, and escalate. They learn from every interaction and get better over time.

  • 6 specialised agents with distinct roles and expertise
  • Cognitive loop with self-improvement and meta-learning
  • Brain twin persona cloning from your communication style
  • Automatic task delegation based on agent capabilities
JM

James Mitchell

Lead Architect
MC

Marcus Chen

Lead Developer
OW

Oliver Wright

Research Lead
SC

Sarah Cooper

Operations Manager
ET

Emma Taylor

Product Lead
AH

Alex Hayes

Executive Assistant
Governance & Safety

You stay in control. Always.

Every destructive action requires your approval. Nexus uses a tiered permission system where agents propose changes and wait for human sign-off on anything that matters. Cost budgets, escalation chains, and a full audit trail mean nothing happens in the dark.

  • Proposal/approval workflow for high-impact changes
  • Per-agent autonomy levels (read-only, suggest, auto-execute)
  • Cost alerts and budget caps per agent and per task
  • Escalation chains with phone call fallback
Action
Read
Suggest
Execute
Read files
Auto
Auto
Auto
Edit code
--
Propose
Auto
Run tests
--
Auto
Auto
Open PR
--
Propose
Auto
Deploy
--
Propose
Propose
Spend budget
--
Propose
Propose
Knowledge Base

Organisational memory that compounds

Every conversation, decision, and code review is indexed into a vector-searchable knowledge base. Agents remember past solutions, learn from mistakes, and build up institutional knowledge about your codebase, preferences, and architecture patterns.

  • Vector search across all past conversations and decisions
  • Automatic fact extraction and knowledge graph updates
  • Episodic memory per agent for context continuity
  • Skills library with reusable solution patterns
Knowledge Entries
Authentication uses JWT with RS256 signing
Learned from task #87 -- auth refactor. Source: code review.
Database migrations must be backward-compatible
Directive from owner. Applied to all schema changes.
Use pytest fixtures, not setUp/tearDown
Preference extracted from 12 code reviews.
API responses follow JSON:API specification
Architecture decision. Referenced in 23 tasks.
Cost Optimisation

Smart routing saves real money

Nexus routes every LLM call to the most cost-effective provider that can handle the task. Simple code formatting goes to local models. Complex architecture decisions go to Local. Rate limits are tracked per provider and requests automatically fall back to alternatives.

  • Automatic provider selection by task complexity
  • Free-tier usage of Gemini, Codex, and local Ollama models
  • Real-time cost tracking per agent, task, and provider
  • Budget alerts and automatic throttling at configurable limits
Provider Routing
Local
35%
Gemini
30%
Codex
20%
Ollama
15%
62%
Free tier usage
~3s
Avg latency
99.8%
Uptime
Self-Deploy

Compile, test, deploy, rollback

Nexus can deploy itself and your projects. The self-deployment pipeline compiles changes, runs the full test suite, deploys to production with zero downtime, and automatically rolls back if health checks fail. Post-deploy tasks auto-merge after validation.

  • Zero-downtime deployments with health check validation
  • Automatic rollback on test failure or health check degradation
  • Self-improvement loop: agents patch and deploy their own code
  • Full audit log of every deployment with diff and test results
$ nexus deploy --pipeline self
[ok] Compiling control-plane...
[ok] Running test suite (134 tests)...
[ok] All tests passed in 12.4s
[..] Deploying to production...
[ok] Service restarted, PID 48291
[ok] Health check passed (200 OK, 84ms)
[ok] Deployment complete. Commit abc1234.
$
Real-time War Room

Watch your agents work, live

The War Room is a live view of everything happening inside your AI team. See every agent, every active task, real-time log streams, and system health — all in one place. Intervene at any point, reassign tasks, or pause the pipeline with one click.

  • Live WebSocket feed of agent actions and task state changes
  • Per-agent status, current task, and last action timestamp
  • One-click pause, resume, or cancel for any running task
  • Cost counter updates in real time so you always know what you're spending
War Room Live
SC
Sarah Cooper
Planning task #187
running
MC
Marcus Chen
Writing auth middleware
coding
OW
Oliver Wright
Running test suite
testing
Total cost this session $0.38
Team Collaboration

Built for teams, not just solo developers

Nexus is fully multi-tenant. Invite your team, assign roles, and set per-member permissions. Every user has their own session and audit trail. Agents work across the shared AI workforce while costs are tracked per user. Perfect for agencies and engineering departments.

  • Role-based access: owner, admin, member, viewer
  • Per-user task history and cost attribution
  • Approval routing to the right team member automatically
  • Discord and email notifications routed per team preferences
Team members
A
Aiden
aiden@company.com
Owner
J
Jamie
jamie@company.com
Admin
M
Morgan
morgan@company.com
Member
+ Invite team member

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