Turning tech into tools

What it does A public ledger where every person, organization, agent, or thing holds the permanent, verifiable record of what it creates. Your data is already yours; dreamtree is how you prove it — with no company in the middle who can revoke it.

The infrastructure flex An L1 on Cosmos SDK + CometBFT with a novel attestation-as-work consensus: the network settles records by attesting to them, weighted by a reputation signal with asymmetric decay so bad actors fade and good ones compound. Records carry W3C signatures (eddsa-jcs-2022) and did:webvh identity, so they verify anywhere, not only inside dreamtree.

The build Designed and built the whole stack solo — the chain modules (seeds, photons, attestation, reputation, licensing), the off-chain anchoring service, and roots, the wallet at the human edge. Running on private infrastructure.

What it does 710,000 aircraft and 313,000 owners served at the edge — 1.25M entity relationships — assembled from dozens of aviation registries plus live position data.

The infrastructure flex A React + Hono app on Cloudflare Workers, D1, and R2 — fast and cheap, with 435 tests. The volume isn't the hard part; making tail numbers, airframes, and type certificates agree across contradictory sources with no hand-curation is. That resolution layer is the product.

The agent angle A Python pipeline normalizes every registry over the same platform bus into Postgres before the edge ever sees it — the workforce does the reconciliation.

What it does Council meetings, votes, and speaker-labeled transcripts, made searchable and readable.

The infrastructure flex A React + Hono app on Cloudflare Workers over a civic corpus in D1.

The agent angle The data lands through the same platform pipeline as everything else, as additive handlers — no separate stack to maintain. The hard part of civic data is sourcing and structuring it; the platform already does both.

What it does A multi-tenant B2B LMS — "tools, not cards" — where each tenant brings their own model and builds full courses from a prompt.

The infrastructure flex Per-tenant LLM keys are envelope-encrypted in Cloudflare Secrets Store, and course generation uses forced tool-use against a strict schema, so the output is always valid JSON — never a parsing gamble. A Hono API on Cloudflare Workers with D1, R2, and KV; Stripe billing, Google auth, a Telegram Mini App front end.

The agent angle Course-building runs as a dedicated, metered, per-tenant generation step gated by a credit pool — productized AI, not a demo.

What it does Public and private data flows through an ingestion layer into a knowledge graph and a time-series warehouse, where an autonomous agent layer reasons over it and ships results to a live dashboard.

The infrastructure flex Go services move work across a message bus where every agent action is an auditable event — no agent calls another directly. Postgres, Neo4j, Elasticsearch, and Redis sit behind it, held together by ~2,200 automated tests. It runs on two consumer desktops over a 10 GbE link — most of the intelligence is local, so there's no per-token bill for the volume work.

How it's operated I set direction; the platform runs the loop — roughly two dozen agents and services keep it moving without me in the path.