Dynamic Governance That Shines
Governance you can see moving — enforcement that runs in the execution path, not bolted on after the breach.
Coming Soon · Summer 2026
Alpha: Dreams Deployed closes that gap.
AI agents are already making real changes. The hard question is whether you know what they did, why they did it, and what stopped them from going rogue.
AI already gives you dynamic, high-velocity output. We bring the governors. Put them together and you get throughput you can actually trust — work that ships, stays accounted for, and holds up to compliance review. A combination the market hasn't seen.
Alpha members get direct founder access
Under 5 months · solo founder · governed throughput
Throughput comparable to a strong 4–6 engineer SMB team (DX Core 4 benchmark). Quality and accuracy claims are intentionally held back until the product ships and the public dashboard is live — we won't put a number on what we can't yet prove.
Two products. One clear path.
AI agents are already making real changes. The hard question is whether you know what they did, why they did it, and what stopped them from going rogue.
Transcript Intelligence is the fast on-ramp: deep transcription with vector-embedding accuracy verification and per-segment confidence scoring. Turn YouTube videos, meetings, and AI sessions into transcripts you can actually trust.
Alpha: Dreams Deployed is the full governance stack for AI-assisted development: scope enforcement, session continuity, confidence gates, audit trails, and adversarial testing in one platform.
View product detailsSound familiar?
We hit every one of these building our own platform. Two years, 4,800+ commits, zero external funding. Every rule in the system exists because something broke without it.
When one AI loses track
Every Monday I re-explained the schema, the auth choice, why this library and not the other one. The architectural decisions never carried across sessions. The model had no memory of what we'd already debated.
Halfway through, the AI quietly switched to a library it 'knew better.' It didn't mention it. The plan still pointed at the original choice. I caught it three days later, looking at an import I didn't recognize.
When velocity outruns control
The test suite mocked the rate limit. The model never asked why the mock was there. Production hit Stripe at scale and folded inside a minute. Speed of code generation doesn't matter if it ships the wrong shape.
Agent A finished its branch and pushed. Agent B finished its branch and pushed. The result compiled. The result was wrong. Neither agent saw the other's changes — the merge was a coin flip.
What we build
Solo founder. 24 months. 4,800+ commits — using the platform to build the platform. Every feature exists because something broke without it.
When you build something, it stays built. Every agent stays on course from start to finish — no silent drifts, no surprises at the end.
Solves: scope creep at machine speed
Pick up exactly where you left off. Every decision remembered, every lesson carried forward — so the next session starts with everything the last one learned.
Solves: Monday's AI forgets Friday's decisions
Know the actual state of your work before it matters. Every outcome scored against your own bar — so you ship with confidence, not hope.
Solves: 10 agents stepping on each other
Sound check before you go live. Every PR reviewed across plan, scope, code, and docs — so nothing surprises your listeners after the show.
Solves: security backlogs and hidden drift
Test drive
Prove the platform in your environment in minutes.
Guided Alpha: Dreams Deployed evaluation on Brev or multi-cloud. It proves the platform in your environment without pretending to be a permanent self-hosted runtime.
Ready when you are
Start with Transcript Intelligence. Move into Alpha: Dreams Deployed when you need governed multi-agent delivery. Use the guided test drive when you want the platform proven inside your own environment first.
