Workshop

Omniresearch sketch

Exploratory design for a universal research loop: question → plan → sources → evidence → claims → verification → answer.

Learned
The valuable part is explicit conflict/support edges between claims — not another chatbot wrapper.

Virion concept

Early naming/concept slot for a tightly scoped infectious-debug metaphor in systems tracing — not a shipped product.

Learned
Metaphor-first naming without a runtime surface stalls; prefer concrete CLIs.

Kestrel probe

Investigation into a fast edge/observation agent pattern. Absorbed partly into Stackglass/Aftermath thinking.

Learned
Observation without verification receipts recreates the agent confidence problem.

Brokerless job fairness failure

Attempted simple fair-share scheduling on Chimera peers without incentives — collapsed under selfish claiming.

Learned
Without incentives or attested capacity, gossip meshes invite free-riding. Trust is not optional glue.

Signal Cube hardware concept

Mirror-scale physical module direction under Lattice — sensing, local decision, visible state.

Polyglot IR round-trip benchmarks

Benchmark scaffolding for Parallax capture/restore loops across languages — incomplete suite.

Learned
Publish methods before numbers; incomplete suites must not become homepage metrics.