Session 01
Auth refactor · Rate limiting · Unit tests passing
completed TheEngOrg Enterprise
Your project deserves
Your project deserves
a full engineering org.
Your team has AI tools. They don't have process. TheEngOrg gives every project a complete engineering organization — planning, building, reviewing, shipping — so your engineers focus on the problems that matter.
24 agents • intake to merge • zero micromanagement
- A real org. CEO, CTO, CMO, CFO, Engineering Director, QA, Dev, Design, Security — each with decision heuristics, not just role titles.
- Led by The Sage. The meditating capybara at the center. Evaluates research, enforces quality gates, prevents drift, manages sessions.
- Built to grow with you. Whether you're shipping your first feature or your fiftieth — every workstream gets the right team, the right oversight, and the right quality bar.
Not just agents. An organization.
Other tools give you a chatbot that writes code. TheEngOrg gives you a CEO who challenges your priorities, a CTO who names the tradeoffs, a QA engineer who writes misuse cases first, and a Sage who won't let any of them skip a step.
The gap
Your team has AI tools.
They don't have process.
Leadership says "here's Copilot, go 10x." But raw tools without structure produce inconsistent results. Code gets written without specs. Reviews skip edge cases. Features ship without tests. Not because your engineers are bad — because there's no system making sure the right work happens in the right order.
The gap isn't talent or tooling. It's the process between "ticket created" and "code merged." That's what TheEngOrg fills.
24 agents
A full team. Assembled for the task.
Every project gets exactly the roles it needs — no more, no less.
| Tier | Agents |
|---|---|
| Apex | The Sage |
| C-Suite | CEO, CTO, CMO/COO, CFO |
| Director | Engineering Manager, Tech Lead, Product Owner, QA Lead |
| IC/Specialist | Dev, Designer, Security, DevOps, API Design, Data, +6 more |
CEO Chief Executive
CTO Chief Technology
CMO Chief Marketing
CFO Chief Financial
EM Eng Manager
TL Tech Lead
PO Product Owner
QAL QA Lead
+N more
EM · TL · PO · QAL · +1 more
Dev Designer Security DevOps API Design Data +6 more
Intelligent routing
The right team for every task.
A bug fix doesn't need the whole org. A product launch does. TheEngOrg reads the work and assembles exactly the right people — keeping costs low and quality high.
Task type
Sample task
Launch v2.0. New pricing, new infra, new market positioning.
CEO Chief Exec
CTO Chief Tech
CMO Chief Mktg
CFO Chief Fin
Quality assurance
Same team. Same code.
One catches problems before they ship.
The same pipeline. One difference: quality checks at every step.
Without the Sage
1.5 / 3 problems caught
3–5 rework cycles
1 security incident
With the Sage
3 / 3 problems caught early
0 rework cycles
0 security incidents
Without the Sage: a bird starts on a clear path but gets increasingly lost in dark, tangled code thorns. With the Sage: the capybara guide walks alongside the bird, lighting the path with its orb while agent capybaras serve as checkpoints.
Community
The Supervisor watches your pipeline and raises alerts when something looks wrong. Good for catching problems. Not for stopping them before they start.
Alerts after issues begin. Enterprise
The Sage compares every deliverable against its spec before any downstream work touches it. Scope creep at line one gets caught at line one — not after three teams have already built on top of it.
Problems stopped before they spread. 20x ROI on early detection
Catching a scope issue early takes minutes. Missing it — and watching three teams build on the wrong foundation — costs days of rework.
3/3 Problems caught before they spread
Without the Sage: 1.5 out of 3 issues detected. With the Sage: all three. The half-catch is the dangerous one — you know something's wrong, but too late.
0 Security incidents
Unorchestrated pipeline: one security incident (secrets displayed in the UI). The Sage caught the upstream scope creep that caused it — before the next team built against the wrong API.
80% Less rework per feature
Clean pipeline, right team, no wasted cycles. The savings compound with every task. So does the quality.
A story about one skipped check
A developer adds three improvements "while they're in there" — a PATCH endpoint, HMAC signature verification, rate limiting. All tests pass. They submit for review.
Without the Sage, three things happen. QA has to retroactively spec features they never planned for. A downstream dashboard team reads the implementation (not the spec) and builds a UI that displays webhook secrets in plaintext. Then someone notices.
With the Sage, one thing happens. It compares the deliverable against the approved spec, names the three additions specifically, and sends the developer back to implement exactly what was tested. The cascade never starts.
[SAGE] "All tests pass" — yes, because QA never wrote tests for these features. Untested code passing is not a quality signal. It is the absence of a quality signal.
Five capabilities
What the Sage actually does.
None of these exist in the community pipeline.
01
Intake and team assembly
Every initiative starts with the Sage reading the scope. What domains are involved? What roles are actually needed? It maps the problem space before spawning anyone, which means no wasted agent turns and no coverage gaps. Pure engineering gets a CTO. A full product launch gets all four.
02
Research that goes deep enough
The Sage doesn't trust "generally" or "typically." It maps the problem space first, runs general research, then evaluates coverage against that map. Gaps get specialist agents with specific questions — not open-ended prompts. Research quality compounds across sessions.
Depth signals the Sage checks for:
- Specific numbers, constraints, implementation tradeoffs
- Edge cases identified, not just happy paths
- Primary sources — papers, specs, official docs, not just blog posts
- Conflicting information surfaced and reconciled
03
Continuous quality checks — not just at milestones
Most pipelines check quality at milestones. The Sage checks constantly. The moment work is delivered, it's compared against the approved spec. Scope creep, skipped tests, shortcut reasoning — caught before anything downstream builds on top of it.
What triggers a Sage challenge:
- Implementation contains anything not in the approved spec
- QA gate proposed to be skipped ("the pattern is tested elsewhere")
- Review covers happy path only, no edge cases
- Findings from a previous session quietly dropped
04
Session management that survives restarts
Large initiatives don't fit in one context window — they shouldn't try to. The Sage breaks work into dependency-ordered sessions, writes full YAML snapshots at the end of each one, and generates cold-start primers so the next session picks up exactly where the last left off. No reconstruction. No lost decisions.
Session snapshot written at close:
session: 3 scope: WS-B event dispatch engine completed: - Retry logic with exponential backoff - Dead letter queue implementation decisions: - 5s connect / 10s response timeout (TLS vs application distinction) deferred: - Dashboard integration (WS-C, next session) next_session: - WS-C read-only dashboard against approved API contract
05
The things it does without being asked
Some behaviors aren't triggered by events. They're just always on. The Sage challenges dropped findings. It questions direct edits that bypass the build pipeline. It verifies that code reviews covered more than the golden path. It notices when scope is creeping mid-session and names it. You don't configure these. They're part of what the Sage is.
From the benchmarks
1.000 Framework score — perfect across routing, research, drift detection, and session management
0 → 11/11 Session management score vs. pipeline without Sage — which scored zero
0 → 7/7 Process compliance score vs. pipeline without Sage — which also scored zero
5x routing efficiency Pure engineering task: old pipeline spawned 3 agents (score 1/5). Sage spawned zero — routed directly to /mg-build (score 5/5).
Session management
Sessions, not sprints.
The Sage scopes each session, writes context bridges, and picks up exactly where you left off.
Session 02
Onboarding flow · Feature flags · QA review
completed
Session 03
v2 launch prep · Pricing update · Deploy
in progressEach session has a defined scope. The Sage writes what was decided, what was deferred, and what comes next — so the next session starts sharp.
The economics
Give your engineers
superpowers.
Your team handles the hard problems. TheEngOrg handles the process — triage, planning, reviews, gates — so your engineers have more time, more confidence, and more impact.
6x Velocity per engineer
99% Test coverage enforced
0 Process overhead for devs
24/7 Always shipping
"We need better planning... a better way of doing maintenance work, refactoring, updates. I used to be a craftsman — now I feel like a factory manager."— Michael Parker, VP of Engineering at TurinTech (Stack Overflow, 2026)
Ready to get started?
Whether you're leading an engineering team, building open source, or evaluating the opportunity — there's a path for you.
Get in touch
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Shipping fast
Changelog
We ship multiple times a day. Here's what's recent.
v5.3.0
- **Rate limiting** on `/api/mg/auth/login` and `/api/mg/auth/register` (5 per IP per 15 min)
- **Path traversal guard** on `SAGE_AGENT_PATH` env var
- **Invite token gate** on registration endpoint
- **JSON injection fix** in `mg-login` CLI (jq + sed fallback escaping)
- **mg-dev-key excluded** from client distribution
- **Dashboard CVEs patched** — next→14.2.30, overrides for minimatch/rollup/undici
- **OG image** created (1200x630, Sage + birds) — social sharing now works
- **Sitemap.xml** added (/, /enterprise — pilot excluded)
- **Lazy loading** on all below-fold images with explicit width/height
- **Google Fonts** converted to non-render-blocking preload pattern
- **Meta description** trimmed to 138 chars
- **Mobile spacing** fixes for hero, drift section, spawning demo
- **README** updated to v5.0, 24 agents
- **CHANGELOG** synced with v5.0.0 and v4.2.0 entries
- **Skill count** reconciled to 19 across all files
- **Security audit** report added (docs/security-audit-20260323.md)
- **Quality audit** report added (docs/quality-audit-20260323.md)
- **Prisma generate** step added to dashboard CI job
v5.2.0
- `settings.enterprise.json` — stricter deny list for enterprise clients
- Blocks: `python3 -c/m`, `curl -o`, `echo`, `ssh`, `perl`, `ruby`, `wget`, `nc`
- `mg-upgrade --enterprise` merges permissions into project settings
- Ed25519 keypair — private key server-side, public key ships with framework
- `verify-session.sh` — verifies signature + checks license expiry
- Dev mode sessions (`mg-dev-key`) skip verification for local development
- Invalid/forged sessions fall back to community mode silently
- Shell interpreter deny (`bash`/`sh`/`zsh`), `rm` deny
- Vendored `block-no-verify` hook with encoding bypass protection
- `mg-fs-cleanup.sh` for safe file deletion within project boundary
v5.1.0
- Deny shell interpreters (`bash`/`sh`/`zsh`) and `rm` in permission model
- Hardened `block-no-verify` hook — checks args array, normalizes encoding, detects GIT_CONFIG gpg.sign bypass
- `mg-fs-cleanup.sh` utility for safe file deletion within `.claude/memory/` boundary
- HSTS, CSP, Permissions-Policy on Caddy server config
- Vendored hooks — no more remote `npx` dependency
- Copy rewrite — de-jargon, persona-neutral, "The Problem" section
- Multi-CTA routing — engineering leaders, developers, investors
- Contact forms via Formspree (replaces all mailto links)
- Gated `/investor` page with fund personalization via YAML
- Plausible analytics with custom CTA event tracking
- Chroma key removal on drift illustrations
- Auto-deploy pipeline (GH Actions → Hetzner)
- Node.js 22 for Astro 6 compatibility
- Docs build fix (VitePress HTML tag escaping)
- Simple flows: 6/6 PASS
- Complex flows: 9/9 PASS
- Security blocks: 2/2 correctly denied
- Zero degradation on legitimate operations
Output Parity
▸ dx +1⚡ speed +40%
- Compact [ROLE] prefix output — every agent speaks in one line
- Timing instrumentation — per-step and total elapsed
- ANSI color codes matching brand palette per agent
Patch
♥ fix
- Bugfixes and stability improvements
Framework Hardening
● agents +3⚡ speed +60%★ new skill
- Base template inheritance — 42% less boilerplate per agent
- 2-track dev cycle — MECHANICAL (1 spawn) vs ARCHITECTURAL (5-6)
- Agent message bus for inter-agent communication