Systems Weather

Living agent systems observed through public capability changes, verification, and explicit evidence boundaries.

2 systems

Hermes Agent

Memory, model-routing, local-model, and self-improving personal-agent laboratory.

Open dossier
runningsource-inspected
As of v0.19.0, Hermes is moving from experimental terminal agent toward a faster multi-surface runtime with persistent goals, observable self-improvement, background subagents, and stronger delivery guarantees; local use remains bounded and sanitized.
Research question

Can a personal agent accumulate memory, skills, goals, and delegation patterns without becoming opaque, unsafe, or unrecoverable?

10public sourcesOpen dossier
Observation timelinerole definedworkflow testedlatest verification

OpenClaw

Owner-gated operational gateway for channels, previews, approvals, and public-write handoff.

Open dossier
runningworkflow-tested
The local gateway is running on the stable v2026.7.1 line. Upstream v2026.7.2-beta.5 pushes harder on state recovery, durable channel delivery, session branching, MCP Apps, structured approvals, meetings, wearable voice surfaces, and local inference; locally OpenClaw remains the approval and publication handoff lane, not the newsroom database or routine ingestion worker.
Research question

Can an always-on agent act inside everyday channels while keeping delivery, permissions, public sources, and publication approval auditable?

11public sourcesOpen dossier
Observation timelinerole definedworkflow testedlatest verification

Public boundary

These are sanitized dossiers. Private operational details remain intentionally excluded.

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