Trustworthy AI-operated software

Project

Omniweft

An early world engine with explicit permissions, recoverable changes and inspectable assets. Explain why content is retained and what ordinary collection would remove.

Project

Cogniform

A 3D engine that lets software and AI tools change a scene, then inspect images and object data from the same scene version.

Engineering update

Omniweft explains why an asset remains stored

A read-only inspector lists retention reasons and predicts collection at an expected catalog revision. Shared bytes and distinct provenance remain separate.

Engineering update

Designing Bounded glTF Import Before Writing the Importer

CF085 accepts an ownership, identity and lifecycle contract for future scene import. The current runtime still rejects glTF scenes and nodes.

Engineering update

Cogniform gives MCP tools images without replacing the observation

CF083 adds opt-in diagnostic PNGs for four observation kinds. A complete-image bound and atomic result preparation preserve the canonical resource contract.

Engineering update

Omniweft imports geometry without granting World authority

A bounded asset catalog preserves provenance independently of shared bytes. GLB import validates the whole input before returning a detached scene and one catalog receipt.

Engineering update

Cogniform exports one revision through four observations

CF082 renders the canonical room and updated table into a diagnostic bundle. The four image files share a revision and camera, while retaining distinct frame and observation identities.

Engineering update

Omniweft keeps retry behind the authority boundary

Merged worker lifecycle and restart-expiry handling preserve terminal proposals and the exact prepared request. Uncertain delivery can recover a receipt; expired retention requires reconciliation.

Engineering update

Omniweft adds permission-bounded native queries

Inspect retained tag and region query pages, compare a stable snapshot with a fresh query, and see the empty result from a session without read permission.

Engineering update

Omniweft adds native object parenting

Retained CPU snapshots show preserve-world reparenting, descendant movement and complete rollback after a rejected cycle.

Engineering update

Omniweft builds a room within checked permissions

A scripted Python client assembles five blocks, rejects a forbidden edit and rearranges the room. The portfolio now includes retained Windows GPU frames from the merged showcase.

Engineering update

Omniweft adds authenticated local Python control

The merged PR-005 SDK adds private local sessions, capability negotiation, typed object transactions and explicit recovery after uncertain responses. Optional Vulkan presentation is also implemented, with separate Windows GPU evidence.

Engineering update

Bounded local agent sessions

The CLI now documents inherited-stream sessions and a local MCP adapter for queries, imagination, atomic patches, and revision-linked observations. These adapters add no network listener or remote security boundary.

Article

Why Is This Asset Still Stored?

Omniweft's read-only retention inspector separates asset identity, shared bytes and explicit roots, so collection can be explained before it changes state.

Article

Retrying AI Workers Without Duplicating Actions

Omniweft keeps mutation authority in the parent and policy host. A crashed or superseded worker cannot revive a proposal, and explicit retry preserves the exact request when delivery is uncertain.

Article

Giving an AI Tool Images Over MCP Without Losing the Canonical Observation

Cogniform adds optional, bounded PNG content to MCP observations while keeping exact values, stable identities and causal metadata in the canonical resource.

Bounded evidence

Explore four synchronized observations

Recorded capture. Inspect color, depth, normals and entity identity from the recorded reference frame, with the limits of each view.

System map and source

Omniweft: inspect the evidence

Explore the documented boundaries and pinned sources in this case study. Evidence reviewed 8 October 2026.

System map and source

Cogniform: inspect the evidence

Explore the documented boundaries and pinned sources in this case study. Evidence reviewed 8 October 2026.