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 Came Back With Guardrails
A staged-change guard, bounded read-only tools, structural comparison, and human authority kept as separate decisions.
August 22, 2026
Sley
Compression Was the Easy Part
The archive lifecycle around verified bundles, decoder readiness, restore planning, and bounded resource behavior.
August 22, 2026
ZJX
ZJX and the Discipline of Compression Evidence
How corpus-specific compression results become measured, verifier-checked claims with explicit boundaries.
May 12, 2026
ZJX
Memory Quality Without a Model Judge
A deterministic filter for deciding which operational observations deserve long-term storage.
April 30, 2026
OpenForge
Inventory Before Runtime Mutation
Why system change starts with a read-only map of services, schedules, wrappers, repositories, and evidence.
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.