Silent tool-failure outcome monitor
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Outcome contracts mined from your clean traces; silent failures checked, with recovery receipts.
Models, memory and agent tooling. Ranked by whether they actually work: we connect to each one and publish what happens.
4,742 servers in AI & Agents
Outcome contracts mined from your clean traces; silent failures checked, with recovery receipts.
Compensation registry for agent actions: inverses registered before effects land, with rewind
Pre-ingestion compatibility gate: type context by content, crossmatch before ingestion
Signed resume verdicts reconciling landed effects before checkpointed agent runs resume.
Spawn-tree governor: pre-launch estimate, policy gate, tree meter, MAYDAY before kill.
Signed receipts + horizon statements proving whether an event-triggered agent actually woke.
Surrender filings with pinned-key negative-effect proofs and completeness-scored partial credit.
Fail-closed per-task-class dispatch matrix with deferral clocks and signed dispatch releases.
Per-task-type tool manifests with reversible JIT demotion, compiled from fleet telemetry.
Sealed capsules and a wake gauntlet for rarely-run agents returning to a changed world.
Certified local pilot boards for an unfamiliar site, with scoped authority and signed completion.
Shared project-scoped memory for agent teams: typed records, corroboration, handoff briefs.
Encrypted OAuth LLM Agent
Traced Claude Format Guard
Traced Structured Output Agent (Groq)
Ephemeral single-task tool forged from examples, sandbox-proven, task-bound, expiring by design.
LLM Orchestration Agent (Openai)
Per-principal census of MCP subscriptions and durable tasks, with verified-stop receipts.
LLM Orchestration Observability Agent
Authority that widens on proven operator absence and collapses on return.
Authenticated LLM Agent (Bcrypt)
Cache-bust forensics + TTL-fit verdicts: names the field that busts your prompt cache.
Authenticated LLM Agent
Pre-run parity probe for scheduled agents: signed PARITY / NO-GO verdict naming the failing gate.
Fork-replay one recorded span from a failed agent run and get an attribution verdict.
Compaction witness for agents: pin invariants, name dropped spans, re-inject verbatim or HALT.
Measured sandbox verdicts: 7-axis probe, signed pinned receipt. Cached $0.25, fresh $2.50.
Per-server MCP sampling allowance, scope clamp and pre-connect verdict.
Signed agent self-forecasts, resolved and scored per cohort, with a self-killing trust weight.
Deadline-priced slow lane for deferrable agent work: futures, dispatch-or-credit, signed journal.