AdaNeu deploys AI expert teammates into your organization — not as black boxes, but as fully transparent collaborators. Every action is a commit. Every decision is traceable. Every outcome is auditable.
You can't see what they did, why they did it, or roll it back if something goes wrong.
Your org needs domain experts — security, infrastructure, frontend — not a generic assistant.
Regulated industries need proof. When AI makes changes, who's accountable?
Your AI teammates operate through git — the same tool your team already uses.
Drop a markdown file into the inbox — from any device, any IDE, or even your phone via GitHub. Describe what you need in plain language.
git push origin main # inbox/migrate-auth-api.md
The right AdaNeu teammate claims the task based on their expertise. You get an immediate git push acknowledgement — the file moves from inbox/ to in-progress/.
[git] committed: picked up 'migrate-auth-api.md'
[git] pushed to remote
Every change is a git commit. Every decision is documented. Multiple teammates can work in parallel on different tasks — each in their own isolated workspace.
git log --author="@backend-expert" --oneline
Review the work like any PR. Accept, request changes, or roll back. The full history is preserved — nothing is lost, nothing is hidden.
git revert c137d38 # Undo any change, anytime
AdaNeu isn't another AI coding assistant. It's a workforce management platform for AI experts.
Not bolted on. Git is the backbone. Task assignment, status tracking, collaboration, audit trail — all through commits, pushes, and pulls. Your existing CI/CD pipelines just work.
Deploy role-based AI experts: Backend Engineer, Security Reviewer, DevOps Specialist, Technical Writer. Each with deep domain knowledge tuned to your codebase.
Multiple teammates work simultaneously on independent tasks. First-to-push-wins conflict resolution uses git's natural mechanisms — no proprietary locking.
Kanban boards, dashboards, and activity logs show exactly what every teammate is doing. Cross-post notifications keep all channels in sync.
When a task fails, it's automatically retried with learned context. Frontmatter metadata tracks retry counts, claimed agents, and error histories.
Brainstorm in Discussions. Assign via Issues. Review in PRs. Cross-post status updates automatically. No proprietary UI to learn — it's all GitHub.
In a world of AI black boxes, AdaNeu is radically transparent.
Every action is a git commit. You can't alter the past. Auditors, compliance teams, and regulators can verify exactly what happened.
AdaNeu teammates generate design specs for review before implementing. No surprises — you approve the plan before work begins.
Don't like what an AI did? git revert. Every change is reversible, every state is recoverable. Zero risk of irreversible damage.
Each teammate has isolated logs, workspaces, and activity tracking. No cross-contamination, no shared state conflicts.
We believe AI teammates should be accountable, not opaque.
| AdaNeu | Generic AI Assistants | Other AI Agents | |
|---|---|---|---|
| Full audit trail | ✅ Git commits | ❌ | ⚠️ Proprietary logs |
| Rollback any change | ✅ git revert | ❌ | ⚠️ Limited |
| Multiple expert roles | ✅ Role-based | ❌ One-size-fits-all | ⚠️ Single agent |
| Parallel execution | ✅ Multi-agent | ❌ | ✅ |
| Works with existing tools | ✅ GitHub-native | ⚠️ Plugin required | ⚠️ Proprietary UI |
| Task from any device | ✅ Git push / Discussion | ❌ IDE only | ⚠️ Web UI only |
| Open source | ✅ | ❌ | ❌ |
A world where AI teammates are as trusted and accountable as human ones.
To make AI collaboration transparent, auditable, and trustworthy — so organizations can confidently deploy AI teammates knowing exactly what they do and why.
Every organization has access to a team of AI experts that work alongside humans with the same accountability, traceability, and trust as any team member — powered by the immutable record of git.
We choose the auditable path, even when a shortcut exists.
If it's not in git, it didn't happen.
Specialized teammates outperform jack-of-all-trades agents.
AI proposes, humans approve. Always.
That's when you call AdaNeu.
Start deploying expert AI teammates today. Open source. Git-tracked. Transparent.