mindaeon.ai · Autonomous Agentic Engineering · 289/289 Parity

Autonomous Multi-Worktree Agents That Prove Their Code Before You Review It.

Other coding agents delete failing tests, collide across branches, and burn 3.5x more tokens on raw grep. Mindaeon enforces host-side test integrity (100% interception), runs 3.77 ms AST mutation testing, coordinates cross-repo contract sagas, and ships across CLI, Desktop, VS Code, Browser Extension, and Office 365.

Start 5-Seat Free Trial — Sign Up → ⬇ Download Mindaeon Desktop (v0.1.0) ⬇ Browser Extension (.zip)

Direct Cryptographically Signed Downloads (Ed25519 Verified): All 11 packages & SHA-256 digests →

Desktop Linux (.deb) 126.4 MB Desktop Linux (.tar.gz) 160.9 MB Browser Extension (.zip) 120.2 KB VS Code Extension (.vsix) 4.3 MB CLI macOS (Apple Silicon) 70.3 MB CLI Linux (x64 glibc) 89.3 MB CLI Windows (x64 .exe) 94.7 MB Office 365 Add-in (.xml) XML

$ mindcode login https://mindaeon.ai
✓ Authenticated via OIDC + Device Attestation (Ed25519)
✓ Hybrid Code Intelligence index ready (Tree-sitter + SCIP + pgvector)

$ mindcode session run --verify-mutations "Harden tenant billing webhook handler"
[00:01.2] Retrieved 6 symbols via RRF (71.2% fewer prompt tokens than grep)
[00:04.8] Applied patch to platform/apps/control-plane/src/commerce/webhooks.ts
[00:05.1] Host Test Integrity Guard: 0 skipped tests, 0 deleted assertions (PASS)
[00:05.4] Changed-Surface AST Mutation Gate: 14/14 mutants killed in 3.77 ms (PASS)
[00:05.5] Signed SLSA v1.0 in-toto attestation -> commit 8f41c09

Mindaeon Desktop · Worktree Collision Radar (Active Worktrees: 4)
─────────────────────────────────────────────────────────────────────────
Worktree A (feat/oauth-pkce)     ──┐
                                   ├─► Shadow Merge Dry-Run: CLEAN (0.01 ms)
Worktree B (fix/rls-tenant-card) ──┘

Worktree C (refactor/billing)    ──┐
                                   ├─► ⚠ AST Symbol Overlap Detected:
Worktree D (feat/stripe-tax)     ──┘   src/commerce/invoices.ts#settleInvoice
                                       → Auto-serialized before merge conflict!
Result: 76.0% reduction in parallel agent merge conflicts (25 -> 6).

Cross-Repository Contract Radar & Atomic Rollback Saga
─────────────────────────────────────────────────────────────────────────
1. Producer Repo:billing-service (OpenAPI /v1/invoices schema change)
2. Consumer Repo:console-ui      (TypeScript SDK client)
3. Consumer Repo:mobile-app      (GraphQL federated resolver)

[Contract Radar] Detected breaking field removal on Invoice.taxExempt (100% recall)
[Campaign Saga]  Generated coordinated PRs in topological order (Producer -> Consumers)
[CI Verification] Consumer #2 failed integration check -> Atomic Saga Rollback triggered
[Status]         All 3 repositories restored to consistent state in 1.4s.

$ sudo mindaeon-appliance install --bundle ./mindaeon-appliance-0.1.0.tar.zst
✓ Verified offline image digests & CycloneDX SBOM (0 CVEs across 4 images)
✓ Unsealed OpenBao KMS transit engine (Ed25519 + AES-256-GCM)
✓ Migrated PostgreSQL 18 + pgvector with FORCE ROW LEVEL SECURITY

Service           State     Memory      Budget
──────────────────────────────────────────────────
postgres          healthy   264 MiB     512 MiB
keycloak          healthy   418 MiB     640 MiB
control-plane     healthy   142 MiB     384 MiB
openbao + opa     healthy    89 MiB     256 MiB
gitea + seaweed   healthy   178 MiB     456 MiB
──────────────────────────────────────────────────
TOTAL IDLE                  1,091 MiB   2,248 MiB (48% of budget)

Reproducible Evaluation Harness

Measured Engineering Superiority — Not Marketing Claims

Every benchmark below is continuously executed by our in-repository evaluation suites (bun run evals) and enforced in CI.

1,091 MiB

48% of 2,248 MiB budget

✓ vs 16–32 GiB competitor appliances

Complete 7-service sovereign stack (PostgreSQL 18, OpenBao, Keycloak, Gitea, SeaweedFS, OPA, Control Plane) idle memory.

platform/deploy/appliance/sizing-budget.toml

100% (7/7)

Test-Tampering Interception

✓ 0% false positives on legitimate edits

Blocks test file deletion, .skip/.only injection, assertion removal, and snapshot tampering outside the agent sandbox.

platform/evals/suites/verification-gate.eval.ts

3.77 ms p95

AST Mutation Verification

✓ 13.3x faster than 50 ms budget

Deterministic changed-surface AST mutations verify that new tests genuinely fail when production logic is broken.

platform/evals/suites/verification-gate.eval.ts

71.2%

Prompt Token Reduction

✓ 94% symbol recall (vs 62% grep)

Hybrid Tree-sitter AST + SCIP/LSP call graph + pgvector semantic embeddings fused with Reciprocal Rank Fusion.

platform/evals/suites/code-intelligence.eval.ts

76.0%

Merge Conflict Reduction

✓ 25 conflicts reduced to 6

Continuous Shadow Merge dry-runs across parallel git worktrees detect overlapping AST symbols in p95 = 0.01 ms.

platform/evals/suites/worktree-radar.eval.ts

50.0%

Shadow FinOps Cost Savings

✓ $0.0155 -> $0.0077 per workload

Shadow model replay and deterministic prompt prefix ordering maximize cache hit rates without quality regression.

platform/evals/suites/finops-shadow.eval.ts

Architectural & Empirical Comparison

How Mindaeon Compares to Claude Code, Cursor, Devin, Factory & Copilot

Competitors force a false choice between cloud-locked autonomous agents that can tamper with tests and limited self-hosted chat plugins. Mindaeon delivers full multi-worktree autonomy inside a cryptographically governed, air-gap-ready platform.

Feature-by-feature architectural comparison across 7 AI software engineering platforms (scroll horizontally on narrow screens).
Capability / Guarantee	Mindaeon v0.1.0	Claude Code	Cursor 2.0	Devin 2.2	Factory	GitHub Copilot	GitLab Duo
True Air-Gapped Single-Host Appliance Sovereignty	✓ VerifiedVerified: 1,091 MiB idle RAM (PostgreSQL 18, OpenBao, Keycloak, Gitea, SeaweedFS, OPA)	✕ NoCloud-only control plane; requires outbound Anthropic/cloud API connectivity	✕ NoProprietary SaaS backend required for indexing, routing, and Background Agents	✕ NoCloud-hosted Firecracker VMs orchestrated by Cognition SaaS	✕ NoMulti-tenant SaaS orchestration plane	✕ NoGitHub Enterprise Cloud required for Copilot Coding Agent	◐ PartialSelf-hosted model gateway available, requires multi-node GitLab Ultimate
Zero Outbound Telemetry by Default Sovereignty	✓ Verified0 external calls; 100% local hash-chained audit logs & OpenBao transit encryption	✕ NoTelemetry & usage metadata transmitted to vendor cloud	✕ NoPrivacy mode still routes requests through Cursor cloud proxy	✕ NoSession transcripts and trajectories stored in Cognition cloud	✕ NoCloud session state and analytics retained by vendor	✕ NoRequires continuous GitHub Cloud license & telemetry check-ins	◐ PartialConfigurable on self-managed instances with air-gapped license
Host-Enforced Test Integrity Guard Verification	✓ Verified100% (7/7) interception of test deletion, .skip/.only, and assertion weakening outside sandbox	✕ NoAgent shares write access to test files inside working tree	✕ NoAgent can modify or skip failing tests unless manually reviewed	✕ NoFull VM write access allows modifying test suites to pass CI	◐ PartialPrompt-level guardrails without host-enforced AST diff verification	✕ NoRelies on downstream PR review to catch weakened tests	✕ NoNo AST-level test tampering detector
Changed-Surface AST Mutation Testing Verification	✓ VerifiedDeterministic AST mutants verified in p95 = 3.77 ms (100% weak-test rejection)	✕ NoNot included	✕ NoNot included	✕ NoNot included	✕ NoNot included	✕ NoNot included	✕ NoNot included
Cross-Repo Contract Radar & Atomic Rollback Sagas Multi-Repo	✓ Verified100% breaking-change recall across OpenAPI/GraphQL/Protobuf/TS with atomic rollback sagas	✕ NoSingle-repository working directory scope	◐ PartialMulti-root workspace indexing without topological PR saga rollback	◐ PartialMulti-repo sessions without deterministic contract AST verification	◐ PartialCross-repo Droids without cryptographic saga rollback guarantees	✕ NoScoped to single repository per issue/PR workflow	✕ NoScoped to single project merge request context
Parallel Worktree Collision Radar & Shadow Merge Orchestration	✓ VerifiedContinuous background dry-run merges cut parallel agent conflicts by 76% (25 -> 6)	◐ PartialSupports git worktrees manually; no live cross-worktree shadow merge radar	◐ PartialUp to 8 parallel worktrees; conflicts resolved only at merge time	✕ NoIsolated cloud VMs; conflicts surface only after PR creation	✕ NoCloud task branches without real-time AST symbol overlap detection	✕ NoIsolated GitHub Actions branches without cross-branch radar	✕ NoNo worktree orchestration
Hybrid Code Intelligence (Tree-sitter + SCIP + pgvector RRF) Intelligence	✓ Verified71.2% prompt token reduction and 94% symbol recall via Reciprocal Rank Fusion	◐ PartialAgentic ripgrep/glob search (high token burn on large monorepos)	✓ VerifiedCloud-hosted Merkle-tree embeddings + LSP context	◐ PartialDeepWiki cloud indexing	◐ PartialCloud repository graph indexing	◐ PartialGitHub Blackbird code search + embeddings	◐ PartialZoekt exact code search + basic RAG
Deterministic Shadow FinOps & Prompt Cache Optimizer FinOps	✓ Verified50.0% verified cost reduction via shadow replay & prefix cache stabilization	◐ PartialAnthropic prompt caching supported; no multi-provider shadow replay	✕ NoOpaque credit-based model routing pool	✕ NoOpaque ACU consumption billing	✕ NoStandard token/seat billing without shadow model evaluation	✕ NoPremium request multiplier quotas	✕ NoFixed add-on seat licensing
SLSA v1.0 / in-toto Provenance & 9 Compliance Packs Compliance	✓ VerifiedEd25519-signed session provenance + SOC2, ISO27001, HIPAA, FedRAMP, PCI, GDPR, DORA, NIS2, EU AI Act	✕ NoNo built-in SLSA v1.0 per-commit agent provenance	✕ NoSOC 2 Type II vendor cert only; no signed diff provenance	✕ NoEnterprise audit logs without cryptographic hash chains	◐ PartialEnterprise audit trails without in-toto attestations	◐ PartialGitHub audit log events without SLSA agent attestations	◐ PartialGitLab compliance center integration
Unified 6-Surface Parity (CLI, Desktop, IDE, Browser, Web, Office 365) Surfaces	✓ Verified289/289 parity across Mindcode CLI, Desktop, VS Code, Browser Extension, Console & Office Add-in	◐ PartialCLI, Desktop, IDE, and Web (no native Office 365 Add-in or self-hosted control plane)	◐ PartialIDE fork, CLI, and Web agent (no Browser MV3 extension or Office Add-in)	◐ PartialWeb workspace, Slack, and IDE integration	◐ PartialWeb console, CLI, and IDE bridge	◐ PartialIDE, CLI, GitHub Web, Mobile	◐ PartialIDE, GitLab Web UI, CLI

Unified 6-Surface Architecture

One Governed Brain Across Desktop, Browser, IDE, CLI, Web & Office

Download the surface that fits your workflow, then sign up to connect all of them to your organisation's shared context store, model broker, and audit chain.

1 · Native Desktop App

Mindaeon Desktop (v0.1.0)

Multi-worktree command center with live Collision Radar, Shadow Merge dry-runs, integrated PTY terminal multiplexer, visual AST diff review, and interactive Mermaid codemaps.

Download .deb (126.4 MB) Download .tar.gz

2 · Chrome / Edge / Brave

Mindaeon Browser Extension (v0.4.0)

Manifest V3 extension that bridges live browser DOM state, console errors, network waterfall timings, and GitHub/GitLab pull requests directly into your active Mindaeon session.

Download .zip (120 KB) Install Guide

3 · VS Code / Cursor / VSCodium

Mindcode IDE Extension (v0.1.0)

Inline diff review, workspace symbol graph navigation, MCP tool approvals, and background task handoff directly inside Visual Studio Code or any OpenVSX-compatible editor.

Download .vsix (4.3 MB) VS Code Docs

4 · Standalone Native Binary

Mindcode CLI Runtime (v0.1.0)

Zero-dependency self-contained binary compiled for Linux (x64/ARM64 glibc & musl), macOS (Apple Silicon & Intel), and Windows x64 with 289/289 parity.

Linux x64 macOS ARM64 Windows .exe

5 · Multi-Tenant Control Plane

Mindaeon Web Console & Sign-Up

Provision your organisation in seconds, configure model providers and budgets, author Rego policies, and generate cryptographically signed compliance evidence packs.

Create Organisation (/signup) Open Console (/login)

6 · Microsoft 365 Integration

Mindaeon Office Add-in

Draft architecture RFPs, security questionnaires, and financial models in Word, Excel, and Outlook grounded in your live repository contracts and compliance evidence.

Download Manifest (.xml) Unified Manifest (.json)

Signed Release Catalog · Generated 2026-10-25T07:19:37.670Z

Download Desktop, Browser Extension, VS Code Extension & CLI

Every artifact is verified against our Ed25519 release manifest (/downloads/manifest.json + /downloads/manifest.sig). Downloading any client automatically opens the Platform Sign-Up onboarding step so you can link your device.

Complete list of 11 signed Mindaeon release artifacts with SHA-256 checksums and direct download links.
Package & Artifact ID	Surface	Version	Size	SHA-256 Digest	Download
Mindaeon Desktop — Debian / Ubuntu (.deb, x64) `desktop-0.1.0-linux-x64-deb`	desktop	v0.1.0	126.4 MB	`f9151084c32fd8c29438…`	Download (mindaeon_0.1.0_amd64.deb)
Mindaeon Desktop — Linux Portable Tarball (.tar.gz, x64) `desktop-0.1.0-linux-x64-tar`	desktop	v0.1.0	160.9 MB	`53f38352babee13f2ab7…`	Download (mindaeon-0.1.0-linux-x64.tar.gz)
Mindaeon Browser Extension — Chrome / Edge / Brave (MV3 .zip) `browser-extension-0.4.0`	browser-extension	v0.4.0	120.2 KB	`fb0aaf222573ce37007f…`	Download (mindaeon-browser-extension-0.4.0.zip)
Mindcode VS Code / Cursor / VSCodium Extension (.vsix) `vscode-0.1.0`	vscode	v0.1.0	4.3 MB	`bd54ac9ebb43f56c8684…`	Download (mindcode-0.1.0.vsix)
Mindcode CLI Runtime — Linux x64 (glibc) `runtime-0.1.0-linux-x64-baseline`	runtime	v0.1.0	89.3 MB	`0aa8f4f1d121fca0ce29…`	Download (mindcode)
Mindcode CLI Runtime — Linux ARM64 (glibc) `runtime-0.1.0-linux-arm64`	runtime	v0.1.0	88.9 MB	`2a2f6056b752fb1248c0…`	Download (mindcode)
Mindcode CLI Runtime — Alpine Linux x64 (musl) `runtime-0.1.0-linux-x64-musl-baseline`	runtime	v0.1.0	83.1 MB	`05354cf146faa8c122cd…`	Download (mindcode)
Mindcode CLI Runtime — Alpine Linux ARM64 (musl) `runtime-0.1.0-linux-arm64-musl`	runtime	v0.1.0	81.6 MB	`7d90cc6121f3a7fbefe2…`	Download (mindcode)
Mindcode CLI Runtime — macOS Apple Silicon (M1–M4, arm64) `runtime-0.1.0-darwin-arm64`	runtime	v0.1.0	70.3 MB	`cd3efd3d4c5984193855…`	Download (mindcode)
Mindcode CLI Runtime — macOS Intel (x64) `runtime-0.1.0-darwin-x64-baseline`	runtime	v0.1.0	77.8 MB	`7981a06f4f7cb6fa8c14…`	Download (mindcode)
Mindcode CLI Runtime — Windows x64 (.exe) `runtime-0.1.0-windows-x64-baseline`	runtime	v0.1.0	94.7 MB	`45aed65f9ac6b6363eef…`	Download (mindcode.exe)

Manifest Signature (Ed25519): release-dev-2026.Uwh1qAyuuYK9IawlL4fu9Y79tbpA_UVBBQwfgzQHhGbG3zM-v4BvRhuUN8iaTIxws6Hb6Pz_7A3xEQA_STr1BA

manifest.json manifest.sig

Zero-Vulnerability Posture · 8/8 Gates Green

Defense-in-Depth Security & SLSA v1.0 Provenance

Audited continuously by 8 open-source security scanners across source code, dependencies, secrets, shell scripts, and all 4 container images (0 CVEs).

0 CVEs Across All Container Images

Verified with Syft CycloneDX SBOM generation and OSV-Scanner across control-plane, runner, agent, and backoffice images.

✓ Verified 0 CVEs

Per-Tenant OpenBao Transit Encryption

Every tenant's secrets and session records are encrypted under isolated OpenBao transit keys with PostgreSQL 18 FORCE ROW LEVEL SECURITY.

✓ Hardware/KMS Ready

9 Built-In Compliance Evidence Packs

One-click cryptographic evidence bundles for SOC 2, ISO 27001, HIPAA, FedRAMP, PCI-DSS 4.0, GDPR, DORA, NIS2, and EU AI Act.

✓ Ed25519 Signed

Self-Serve Cloud or Sovereign Appliance

Start Your Free Trial Today or Deploy in Your Own Cloud

Every new organisation gets a 5-seat card-free trial with $5.00 of included model usage, full Desktop/Extension/CLI access, and instant tenant isolation.

Free Trial · Instant Setup

Starter Trial

$0 for 14 days

5 seats included, $5.00 model usage credit, full Desktop app, Browser Extension, VS Code extension, and Mindcode CLI access. No credit card required.

Start Free Trial →

Engineering Teams

Team & Enterprise Cloud

$39 / seat / month

Dedicated tenant subdomain, Parallel Worktree Collision Radar, Cross-Repo Contract Sagas, Shadow FinOps optimizer, and SAML/OIDC SSO.

Create Team Organisation →

Air-Gapped / Regulated

Sovereign Appliance

Custom Offline Ed25519 Licence

Deploy inside classified, defence, financial, or sovereign VPC environments on a single 4 GB host or Kubernetes cluster with zero external network connectivity.

Read Appliance Guide →