Autonomous Systems
Controlled action, authority, orchestration, and operational boundaries.
Greyforge Research
Build. Measure. Publish.
Technical notes, benchmarks, architecture studies, experiments, and field reports backed by working systems. Chronicles remain the long-form publication series inside this research program.
Selected work
Sley 1.2.0 and the Machine-Native Turn
Human readability and human governance are different constraints. Sley 2.x keeps governance while making raw readability optional.
Architecture / Release Record · Release evidence + architectural decision · Verified 2026-08-27 · current
August 27, 2026
Sley
Sley Came Back With Guardrails
Staged-byte checks and read-only structural tools keep review separate from mutation.
Release / Build Record · Measured checkpoint · Verified 2026-08-22 · current
August 22, 2026
Sley
Compression Was the Easy Part
A usable archive needs readiness, planning, resource, destination, and failure contracts beyond compression.
Release / Build Record · Measured checkpoint · Verified 2026-08-22 · current
August 22, 2026
ZJX
ZJX and the Discipline of Compression Evidence
Selected structured-data lanes show verifier-checked size wins with explicit corpus and comparator limits.
Benchmark / Experiment · Measured byte counts · Verified 2026-08-22 · current
May 12, 2026
ZJX
Memory Quality Without a Model Judge
Deterministic pre-persistence checks can reject weak memory candidates before expensive review.
Architecture Dossier · Public implementation · Verified 2026-04-30 · current
April 30, 2026
OpenForge
Inventory Before Runtime Mutation
Read-only inventory makes services, schedules, wrappers, repositories, and evidence visible before mutation.
Release / Build Record · Public repository · Verified 2026-05-02 · current
May 2, 2026
OpenForge
Subjects
Programming Languages
Structural programming, compiler surfaces, readable intent, and software change.
Storage & Compression
Archive size, resource behavior, retained evidence, and reproducible comparison.
Agent Infrastructure
Memory, context, verification, workflows, and tools around autonomous systems.
Systems Architecture
Interfaces, operational state, release systems, and failure containment.
Security & Reliability
Audits, defensive design, privacy, and evidence-backed technical risk.
Evidence and source notes
Claims remain inspectable.
Public source notes preserve compact methods, exact measurements, scope, and claim boundaries for readers who need to verify a result.
Premium access
Access is not the taxonomy.
A small set of builder-grade records retains paid access. They remain organized by technical subject, with price treated as an access property.