Baptoshi / Systems
00Product overview

Two frontiers, drawn at the same time.

On the first, capital learns to keep and move itself on-chain. On the second, software stops answering and starts to act. The work here lives where each one is still unfinished, taking its newest primitive and making it something a careful person can put their weight on.

In crypto, that primitive is the vault: a programmable place for capital to live, be governed, and be put to work. In AI, it is the agent: a system raised on a house's own data and habits, that crosses from reply to action and can settle its own way when it must. Crypto is one room it runs in, not the whole house.

One discipline runs under both. Nothing ships on a claim a query cannot confirm. No agent is left alone with money before it has earned that trust. What follows is the work, and the thinking beneath it.

At a glance
RoleCrypto PM
DomainStaking / DeFi
AlsoApplied AI
CryptoVaults, validators
AIAgents, RAG
MethodQuery before claim
StatusBuilding
01Capability index

What this does

A-01

Crypto vaults

The new primitive for capital on-chain: non-custodial, rules baked in, risk bounded. Staking loops, leverage, liquidation, carry. The SQL is written by hand, so every number has a query behind it.

A-02

AI agents

Autonomous agents trained on a business's own data and workflows: they act, not just answer, and can pay their own way when needed. The product work is control: guardrails, approvals, and evals on the whole trace. Crypto is one use case, not the limit.

A-03

Product, zero to one

Find the job nobody has done yet, then build the shortest path to it. Discovery, positioning, roadmap, and the unpopular call on what to cut.

A-04

Proof and compliance

Decisions settled by on-chain data, not decks. Regulation treated as a design input, not a tax paid at the end. That is often what lets a crypto product reach a serious institution.

Operating principle01 / 01

Nothing ships on a claim a query cannot confirm. No agent is left alone with money before it has earned that trust.

02Selected work

Selected work

03Toolbelt

Toolbelt

B-01 Product
DiscoveryRoadmappingTokenomicsGTMPRDs & specs
B-02 Crypto
DeFiStaking & validatorsGovernanceSmart contracts (read)RWA
B-03 AI
AgentsRAGFine-tuningVectorizationEvals & guardrails
B-04 Data & tools
DuneSQLFigmaNotionLinearEtherscan
04Off duty

Take a break

Play a round ↗

A round of mini-golf, hidden in here. A product is not finished until it is a little bit fun.

◈ Two Frontiers · 2026 · Crypto vaults and applied AIpsst, there is a world hidden in here