Autonomous Systems
Controlled action, authority, orchestration, and operational boundaries.
Greyforge Research
Build. Measure. Publish.
Engineering articles from real, working systems. Each one states the question, shows the result, and links the method.
Selected work
Sley 1.2.0 and the Machine-Native Turn
Sley 1.2.0 keeps Greyforge's human-readable 1.x line open while current research attention turns toward the machine-native Sley 2.x thesis.
Free Chronicle · Historical record · 10 min read
August 27, 2026
Sley
Sley Came Back With Guardrails
How Sley evolved into a bounded review surface where staged bytes, read-only tool access, report-only semantic comparison, and human authority remain separate decisions.
Free Chronicle · Current record · 8 min read
August 22, 2026
Sley
Compression Was the Easy Part
How ZJX moved beyond ratio claims toward an archive lifecycle built on validated bundles, dependency readiness, no-write restore planning, lower-memory routing, and fail-closed decoder behavior.
Free Chronicle · Current record · 8 min read
August 22, 2026
ZJX
ZJX and the Discipline of Compression Evidence
How ZJX turns compression claims into evidence: selected verifier-checked size wins including review-gated 160 MB JSONL, 256 MB sharded NDJSON, and 1.1 GB compact JSONL validation bundles with a scoped no-zpaq follow-up, local telemetry rows up to 1.25 GB, review-gated evidence records, validation checks, and strict claim boundaries.
Free Chronicle · Current record · 8 min read
May 12, 2026
ZJX
Memory Quality Without an LLM Judge
Why Greyforge Labs released memory-quality-gate, a zero-LLM heuristic filter that scores candidate memories before they hit long-term storage.
Free Chronicle · Current record · 5 min read
April 6, 2026
OpenForge
oremap: Inventory Before Runtime Mutation
Why Greyforge released oremap (formerly service-cartographer), a read-only OpenForge utility for mapping local services, cron jobs, wrappers, repositories, and env-file metadata before cleanup begins.
Free Chronicle · Current record · 3 min read
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.
Methods and source notes
Read the context.
The measurements and methods behind each article, published in full.
Article access
Free articles and paid editions.
Most Chronicles are free. Paid editions open with a public sample, so you can read before you buy.