Declarative motion graphics that AI can write and humans can tweak — human edits survive AI regeneration. Deterministic mp4 renders from a plain-data scene format.
Agentic Version Control System — an AI-native VCS where intent, session, operation, evidence and decision are first-class objects and code is a materialized projection of an operation graph.
Evidence-backed ROADMAP.md workflows for AI coding agents, with canonical RoadmapSmith status and maintain surfaces plus advanced sync/generate tools and legacy compatibility aliases.
An engine for self-healing E2E browser tests — discovered once by an AI, replayed deterministically.
SharkCraft deterministic context-compression engine: content routing, lossless columnar/table compaction, log/search/diff line reduction, and reversible Compress-Cache-Retrieve (CCR). No model inside — every transform is a pure function of its input.
Blockchain Commons Known Values for TypeScript
huu (Humans Underwrite Undertakings) — deterministic pipelines over thinking LLM agents: audits, test generation, knowledge extraction and other predictable-value processes, fanned out in parallel git worktrees with reproducible merges stage-by-stage. TUI
Deterministic, git-native truing-up for any repo: a content-hashed dependency graph that detects what a change makes stale, regenerates the mechanical, and worklists the advisory.
Deterministic-first, plain-markdown knowledge vault. Code does the bulk transform. The LLM only touches the irreducibly-semantic 20%. Native grep plus BM25 retrieval, zero MCP on the vault.
Composable atoms for spinning up real git repos in any state — merge conflicts, out-of-date submodules, multiple remotes, in-progress operations, multi-contributor history, and more. For tests, demos, and tool development.
Deterministic state management for every framework — one pipeline, zero ambiguity.
Deterministic state management for every framework — one pipeline, zero ambiguity.
Deterministic fixed-point math library for Phalanx Engine - ensures identical calculations across all platforms
Deterministic 26-rule verifier for neural-network training steps. Re-derives gradients + optimizer state from named factors; emits canonical JSONL. SGD/Adam/AdamW/SGD-momentum (+coupled-L2 weight decay); live PyTorch + JAX helpers; CPU-only.
Deterministic state management for angular — one pipeline, zero ambiguity.
Migrate Stagehand (Browserbase) AI flows to MCP-compatible plans. Deterministic Playwright calls compile to plan ops; stagehand.act/extract/observe preserve their natural-language prompts. Run agent flows at zero LLM tokens in Claude Code, Cursor, and any
MCP server for Synthcore — gives any agent (Claude, Cursor, …) a deterministic, verified, $0 tool to synthesize small data-transform functions from input→output examples.
Síntesis inductiva de programas con aprendizaje de librería para JS/TS — sin LLM, sin GPU. Da ejemplos I/O, devuelve una función verificada.
Deterministic Runtime Verification CLI Tool
Suspendable Evaluation Engine Built with Opus — a typed, suspendable expression/template engine with a pure synchronous core.
Deterministic metrics from your local Claude Code / Codex agent logs — parallelism, flow, throughput, projects. Zero LLM, zero server, on-device.
Render an HTML/CSS/JS animation — especially a Claude Design timeline artifact — to a clean MP4 via deterministic headless-browser frame capture + ffmpeg.