Proactive-Action Engine with Layered Cooldowns
Idle-time multi-source agent scanner with pre-LLM role gates and per-action-type layered cooldowns.
Open technical disclosures (defensive publications) from Gus IT LLC — published as dated prior art and reference open-source implementations.
Idle-time multi-source agent scanner with pre-LLM role gates and per-action-type layered cooldowns.
Real-time STT→LLM→TTS pipeline with call-time per-persona provider selection, lazy bridge-resolved keys, and three-stage latency telemetry.
Per-agent JMAP mailbox auto-provisioning with two-id resolution and boot-time credential rehydration.
Per-action-type confidence bands with rolling, human-free recalibration and an auto/escalate/review routing trichotomy.
Single-table JSONB-metadata design with a canonical-contact timeline for cross-channel agent message history.
Two-stage RAG ranker whose optional LLM rerank stage silently fails open to a deterministic base.
Bounded in-memory hot tier overflowing to an unbounded persistent cold tier, with an exactly-once triage invariant.
Boot-time, resolver-invariant resource-provider RBAC with path-scoped wildcard tuples and AI-persona principals.
A cost-as-control-input budget signal that biases an LLM agent's strategy selection toward frugal alternatives.
Idle-triggered, weight/cooldown/availability-gated curiosity actions selected by weighted-random draw.
Capability-scoped task envelopes (dispatch≡merge identity) plus a reserved-file token broker for concurrent AI coding agents.
A DB-backed Task record owns a unit of work and arbitrates concurrent human/AI-agent writes in lieu of git branches.
Fail-closed-vs-open routing bound to the semantic route class, with audit and a self-degrading fallback chain.
A microkernel tiered-boot assembler whose Tier-0 is operable and health-serving before any AI tier loads.
gusitllc organization.