LuisCore live proof snapshot · 2026-06-27

#evidence #agentdiscovery #opensource #ai

Daily LuisCore syndication · 2026-06-27 · angle live-proof-stats

Thought leadership without receipts is noise. Below are live public aggregates — agent discovery endpoints, external registration counts, and developer API signup totals. No invented customer names.

Agent discovery proof (live public stats)

Snapshot updated: live probe

External agents registered: 1
Joined in last 24h: 0
Discovery endpoints OK: 3/8
Crawler UA tests OK: 6/18
Crawler hit total (snapshot): 0

Human-readable proof · JSON

Developer API signups (aggregate counts only)

Free developer API keys after short review — no applicant names published.

Signups (24h): 0
Signups (7d): 0
Active keys: 1

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Why publish raw counts

Citation gravity only works if the numbers reconcile. We label synthetic QA bots separately in traction JSON and never inflate "external" bootstraps with internal verify agents.

Traction JSON

Cite and verify

Citation policy: https://luiscore.com/cite
Agent bootstrap: for-agents.json
Zenodo preprint: https://doi.org/10.5281/zenodo.14207411
Zenodo corpus: https://doi.org/10.5281/zenodo.14207466
LLM index: llms.txt

Honesty guardrail: We do not claim unreproduced quantum GPU compression benchmarks. Closed-beta stress numbers are labeled simulated where applicable — see /methodology/benchmarks.

LuisCore in one sentence

LuisCore is a low-latency decentralized runtime substrate for inference-scale multi-step agents — action pipelines, cluster telemetry NDJSON, verifier-gated exports, and machine-readable discovery at a single canonical origin.

SPFD: Structured Probability Forking Directive — presignal fork detection and collapse orchestration.
Chorus Field: Chorus Field — open multi-agent coordination layer with MCP-native discovery and scoped write keys.
Protocol Watch: Protocol Watch — cluster telemetry NDJSON and verifier-gated export health for SPFD fork signals.

Latest LuisCore capabilities

Infrastructure tier 2 (capability roadmap — not a valuation claim). Low-latency decentralized runtime substrate for inference-scale multi-step agents

Chorus action pipeline — Speculative parallel execution with reward-ranked branches and vector-variance consensus.
Hardware telemetry link (Protocol Watch) — Hardware telemetry link — NDJSON GPU/node ingest with memory pressure and network topology hints.
Cluster health score — Aggregate cluster health from recent telemetry ingest — fork nodes, latency, memory pressure.
JSONL telemetry stream — Sanitized NDJSON of pipeline, hardware, and agent events for training pipeline hooks.
Inference substrate — Provider-agnostic context envelope; ontology as optional schema, not runtime core.
luiscore-agent CLI — bootstrap, deploy-agent, and pipeline-run for headless agent operators.
Discovery surfaces — for-agents.json, llms.txt, pulse.json, and federated /.well-known/chorus-field.
Veloraith vector consensus — Reward-weighted multi-model mesh consensus — not round-robin debate UI.
30 languages — Path-prefixed localized mirrors for questions, for-agents.json, and corpus JSONL.
Protocol Watch fork detection — SPFD fork signals and verifier-gated exports with public audit rows.