Focused tools for professional work, built end to end across strategy, interface design, architecture, code, testing, and deployment. Each product turns general-purpose AI infrastructure into a specific working system: research, inspectable knowledge work, planning, formation, or strategy education.
Product · Live
Arca
A vault for the life you're building.
An AI-native work-task and life-practice management system
spanning execution, planning, health, and wealth. The personal-systems
counterpart to the broader question of how humans coordinate with
intelligent software — the vault under the arch.
Arca runs locally on the desktop with an iOS companion for capture.
Coaches, practices, and an immutable event ledger sit beneath a calm
paper-and-ink interface. Built on Tauri + Rust with a Swift-based
mobile companion.
Live · Invite onlyAI-native UXTauri + RustiOS companionLocal-first
Variorum is the lead interface in a broader open-science
infrastructure project. It is becoming a local-first
workspace for AI-assisted thinking, writing, review, revision, and
concept-to-artifact work where the source chain remains inspectable.
Underneath it sits Apparatus: a developing substrate for
rough source, model transformations, human decisions, claims,
objections, revision obligations, provenance, and disputed findings.
The companion method is Recursive Instrument: AI-assisted
knowledge work should be traceable, contestable, and reusable.
The public replay interface now uses synthetic source-genealogy cases
rather than private manuscript material and includes a browser-side
Ollama test panel. The hosted runner should default to open-weight
infrastructure; frontier API calls remain explicit, gated escalation.
Public replayOllama-firstOpen-weight runtimeVariorumApparatusRecursive InstrumentSource genealogyRevision memory
Pseudonymous participation with institutional accountability.
Atrium is the product surface emerging from the Identity
Regimes as Organization Design manuscript. It helps
universities, journals, and other bounded institutions verify who is
eligible, preserve continuity, and keep real identity shielded unless
a formal governance process justifies disclosure.
The first build is deliberately small: a seminar and peer-review
pilot where verified participants act through context-specific
pseudonyms, leave signed provenance, and can be reviewed through a
governed process if something serious happens. No blockchain, wallet
UI, global reputation graph, or public identity ledger.
Working nameAccountable pseudonymityIdentity regimesSelective disclosureTamper-evident logsGoverned reveal
Structured market intelligence for asymmetric trades.
A confidence-gated financial decision-support system
that turns live market data, curated high-timeframe levels,
reward/risk discipline, fear and buoyancy scoring, and catalyst
checks into concise morning briefs and level-hit alerts.
The design rule is deliberately strict: market data and deterministic
gates are the source of truth; the language model is the analyst and
writer downstream from structured evidence. The public experiment
tracks a $1,000 paper account while hiding tickers, levels, prices,
and trade theses.
Paper experimentDecision supportConfidence gatesOutcome loggingPublic analytics
A qualitative-research companion for sensitive material.
Local transcription, speaker handling, and AI-powered thematic
analysis built around the realities of qualitative research:
interviews are sensitive, internet uploads are a non-starter, and the
analytical work happens in iterations not single passes.
Built with local models so sensitive interview data never leaves the
researcher's machine. Tauri + Rust desktop app. The point is to make
rigorous qualitative work easier without giving up control of the
material.
Near releaseLocal AITauri + RustWhisper · LLaMAResearcher-first
A formation system for early teams: equity
education, agreement generation, milestone-based vesting design, and
an evidence ledger for mentor and adviser arrangements. Designed for
students, nascent entrepreneurs, friends, part-time collaborators,
and technical builders trying to answer a single question fairly.
The MVP combines four things: equity education, agreement templates,
contribution and milestone tracking, and governance design — not as
legal substitute, but as a plain-English playbook for people who are
pre-incorporation, pre-lawyer, or pre-startup fluency.
A GCC/MENA strategy simulation where students run
firms, make functional trade-offs, and learn how regional
institutions shape competitive strategy. A regional alternative to
CAPSIM, with a connected business-level and corporate / national
transformation layer — Vision 2030 logic, investment committees,
governance, capital allocation, and institutional conditions
flowing down into firms.
The name Diwan — strategic chamber, council, deliberation —
covers both senses of the product: the classroom competition and the
executive transformation game.
In developmentStrategy simulationGCC / MENABusiness educationVision 2030 logic
Concept-stage products and longer-arc projects still taking shape.
Institution Design
University of the Future
An institution-design and education-product concept for the AI era. Working documents and a founders' letter. Concept-stage.
Book in Progress
The Recursive Mirror
Myth, fiction, and the politics of artificial intelligence. A book tracing how stories shape machines, and how machines reshape the stories we inhabit.