01 / DEPLOYMENT RECORD
Current operational status and verified configuration snapshot for active deployment target.
Production agents require evaluation approval before deployment. Verification signatures expire after 24 hours.
Deterministic evaluation harness against 150 gold-standard task vectors before production promotion.
02 / DEPLOYMENT PROCEDURE
Complete sequential verification procedure to transition agent build to verified deployment state.
Skipping Stage 03 (Evaluation) or Stage 04 (Permissions) revokes production signature and flags revision for manual audit.
Each stage receives a deterministic execution hash timestamped at moment of completion. Re-running invalidates prior signatures.
03 / SYSTEM SPECIFICATION
Technical hardware, model, and tool constraints governing current agent execution scope.
All agent operations execute inside ephemeral gVisor sandboxes with strict network egress white-listing. Non-whitelisted endpoints cause immediate execution termination and record a diagnostic alert in Section 07.
Episodic memory caches are automatically flushed upon version bump (e.g. REV 06 → REV 07) to prevent hallucination carryover.
04 / AGENT RECORDS
Registered operational agents across target environments. Select a record to inspect live specification and change log.
| AGENT | REV | TASK FUNCTION | ENV | STATE | UPDATED |
|---|---|---|---|---|---|
| ▶ Research-04 | REV 07 | Literature Synthesis & Extraction | PROD | VERIFIED | 14:32:00 |
| ▷ CodeAuditor-01 | REV 04 | PR Static Analysis & Vulnerability Scan | PROD | ACTIVE | 12:10:45 |
| ▷ DataPipeline-02 | REV 09 | ETL Schema Drift Anomaly Detection | STAGING | TESTING | 10:45:12 |
| ▷ Compliance-03 | REV 02 | SOC2 Policy Enforcement & Audit | PROD | VERIFIED | YESTERDAY |
| ▷ SupportAgent-09 | REV 06 | Tier-2 Incident Triaging & Escalation | DEV | REVISED | YESTERDAY |
5 active agents registered in cluster US-EAST-01. All revision histories cryptographically anchored.
05 / CHANGE RECORD
First-class audit history detailing procedural modifications and state sign-offs for agent Research-04.
Final verification sign-off completed. Production container promoted to cluster node `prod-us-east-1a` following zero-error benchmark evaluation run.
Raised mandatory benchmark evaluation pass mark from 88.0% to 94.0% for all agents processing production user data vectors.
Restricted SQL connector permissions from read-write to read-only replica. Removed raw shell execution capability.
All change records are cryptographically appended to the system ledger. Reverting a change generates a new revision (REV 08) rather than erasing history.
06 / ANNOTATION
Document annotations act as formal operational notes tethered directly to procedures and specifications.
Hover or click any annotation mark below to reveal its formal technical annotation in the document margin:
Production agents require evaluation approval before deployment. Every benchmark suite must verify deterministic token safety, context retention under pressure, and tool authorization constraints before the signature is issued.
Production agents require evaluation approval before deployment.
Tool resolution verifies ED25519 signatures of connected microservice RPC interfaces during Stage 02.
3 consecutive tool timeouts (>45.0s) trigger automatic container eviction and fallback to REV 06.
07 / FAILURE PROCEDURE
Standard operating procedure for diagnosing and resolving tool execution or permission anomalies.
Agent returns 403 Access Denied or null response on tool invocation.
Required OAuth token or database view permission missing in agent scope manifest.
If diagnostic validation fails twice, automatic escalation notifies the SecOps team and temporarily drops agent state to REVISED.
08 / PRODUCT SPECIFICATION & PHILOSOPHY
Software operations documented with the discipline of a technical field manual.
Modern AI agent infrastructure has outgrown informal scripts, chat-based launchers, and unverified SaaS dashboards.
Deploying autonomous models with access to production databases, internal APIs, and customer interfaces is an operational event. RELAY approaches agent lifecycle management with the rigorous procedural framework of a technical manual: every configuration is specified explicitly, every deployment must complete a signed 7-stage verification procedure, and every change leaves an immutable record.
- Declarative Specs: Model, memory, timeout, and tool bindings declared in machine-auditable spec sheets.
- Deterministic Gates: Automated evaluations required before production container promotion.
- Explicit State: No ambiguous glowing status dots; every state is marked, timestamped, and signed.
- Structured Diagnostics: Turn failures into step-by-step recovery procedures rather than obscure error toasts.
By establishing software operations as a field manual, engineering teams gain complete auditability over what an agent is allowed to do, why its configuration was changed, and who signed off on its deployment.
"Software operations documented with the discipline of a technical field manual."
RELAY Core engine runs on Rust/gVisor infrastructure providing sub-millisecond permission checks and zero-trust tool proxies.