Concepts under validation.

Each brief is a lab decision page: the proposed workflow, intended users, honest build status, and how early access works. Nothing here is sold yet.

34 live concepts

Local Proxy

Cache Shield

An on-device proxy that intercepts and prunes agent requests to reduce token counts and enforce Anthropic prompt cache hits before they reach the API.

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Desktop Utility

EPUB Alt Generator

A local desktop and CLI utility that decompresses EPUB archives, uses fast local vision-language models to auto-generate precise descriptive alt-text for illustrations/charts, and rewrites XHTML nodes.

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Author tool · local-first

EPUB Guard

Analyze EPUB layouts against device-specific compatibility matrices in-browser or locally, avoiding bad reader reviews and refund requests.

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Local CLI

GPS Spoof Linter

Offline GPX/NMEA physics linter for survey pilots — flag incoherent segments before leaving the site. Log triage only; not RTK/PPK or full photogrammetry QA.

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Developer tool · P2P

Iroh Sync

Synchronize local workspace changes to headless remote VMs behind strict firewalls and NATs in real-time, utilizing direct peer-to-peer transport.

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Local Compiler

GBNF Schema Compiler

A standalone local CLI that compiles complex OpenAPI schemas into highly optimized GBNF context grammars or outlines regex rules for local LLM engines.

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MCP Server

MCP DuckDB Query

A local Model Context Protocol (MCP) server that lets developer agents write fast SQL to query millions of local CSV/Parquet rows in milliseconds without cloud uploads or context blowouts.

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Document safety · local-first

RedactionGuard

Run a repeatable local check for selectable text, hidden objects, layers, and metadata before a redacted PDF leaves your control.

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Local CLI

MDX Spellcheck CLI

An AST-aware local spellchecking utility that parses MDX files client-side to isolate natural language prose, ignoring imports, custom tags, and codeblocks.

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Creative tool · local-first

Moebius Inpaint

Batch-remove scratches, blemishes, and timestamps from product photos or analog scans using on-device Moebius inpainting.

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Local Scraper

Sovereign Tender Scout

A local-first tender tracker that scrapes public EU/DACH procurement feeds, uses local small language models (SLMs) to filter opportunities against your resume, and drafts introductory emails, 100% privately.

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Creator sponsorships · commercial terms

Sponsor Agent

Review payment timing, exclusivity, usage rights, and deliverable scope before you respond to a sponsorship offer.

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What happens after you join? Your email is stored only for the selected lab concept. You receive one relevant update or beta invitation if the concept moves forward—no general marketing list.