DEVICE · Device + I/O category
Device + I/O — Products
Device integration for IoT / industrial / embedded control, plus an I/O foundation for semantic-driven record systems (the Slime storage family, on track to consolidate as SlimeOS(DB)). Single Rust binaries, deterministic, usable from both AI and non-AI.
Slime storage family (on track to consolidate as SlimeOS(DB))
DEVICE I/O record systems. Two variants currently shipping — the simple record system (VSAM) and the semantic-driven record system (RLM) — both single Rust binaries, deterministic, with a SHA-256 audit chain.
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SlimeTree-VSAM (mainframe DB storage, single Rust binary)○ Bench-verified★ LANGUAGE productSimple record-system variant. VSAM-compatible (KSDS / ESDS / RRDS) native storage. Same-host bench (vs PostgreSQL 16): per-access 480× faster on sequential cursor, 267× on random key access. A 1B-record overnight batch from PG's 19.5h to 4.4 min. SHA-256 audit chain built in, tamper detection works in air-gap environments.
Primary home: LANGUAGE product (mainframe-migration segment). Listed here as a Slime storage family member. -
SlimeTree-RLM (semantic-driven record system, single Rust 272 KB binary)○ Published research★ WASM-deployableSemantic-driven variant. Layered orthogonally over an existing system (LLM / decision engine / business rule) to apply semantic-driven constraints and records. Single 272 KB WASM binary in Rust, 24× faster than Python, stable under 10,000-unit stress (zero data loss). Runs server-less on browser / mobile / embedded.
Applications: AI (LLM hallucination suppression, +54.3pt accuracy demonstrated) and non-AI (audit / decision / process control with semantic-driven constraints) alike.
Servers / workstations & network gear
Physical hardware for surveillance, video and core systems — procured, configured and field-integrated alongside storage.
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JAVATEL servers / workstationsCompute built, sourced and maintained in-house for surveillance / video platforms — designed for long-term maintenance and fixed configurations.
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Planet network equipment PartnerIndustrial switches, media converters and other network gear from Planet (Taiwan), delivered as a distributor for surveillance / industrial network field deployments.
Device integration products (IoT / industrial / embedded physical-side) are in R&D / disclosure pending; this page will be updated with members as they are announced. Contact.