Web, Desktop, mobile, CLI, API and organization-facing surfaces provide controlled entry points without owning execution authority.

Authentication, principal identity, tenant membership, project scope, role and session state keep work bound to the correct organizational context.

Memory, RAG, project data and permitted external context are filtered by scope and authority before use.

User intent, constraints, acceptance criteria, risk, cost and approval needs are resolved before work advances.

Work is decomposed into bounded dependencies, ordered tasks, retries and execution stages rather than an unrestricted autonomous loop.

Skills, tools, agents, providers and factory mappings are resolved through one governed capability identity system.

Authorization, tenant isolation, data classification, tool permission, commercial rules and budget controls determine what may proceed.

Where risk or policy requires it, a human approval decision is bound to the exact action and scope before execution.

Admitted work receives bounded permission, limits, expiry, audit identity and revocation semantics for the authorized execution.

Web; Video / Media; Software; App; Research / Data; Security; Creative / Document; Commerce / Growth; and Personal Operations share one control model while preserving domain-specific workflows.

Workers, skills, tools, one routing decision and replaceable providers perform only admitted work inside the shared runtime.

Created, planned, approved, running, review, completed, failed and cancelled states keep execution lifecycle explicit and recoverable.

Uploads, classification, conversion, review, deployment or export remain scoped, versioned and permission-aware.

Development, testing, staging, preview and production paths remain distinct and release evidence is kept separate from build intent.

Scheduled, event-driven and background work uses bounded retries, idempotency, error handling and provider scoring where implemented.

Provider availability, health, cost, privacy, capability mapping, rate limits and replacement remain controlled behind the routing boundary.

Credentials, authorization, webhook handling, retries and failure behavior are published only where the corresponding interface is implemented and verified.

Plans, checkout, entitlement and payment verification are separated from the public Website; final commercial access is activated only through the verified product/payment path.

Product notifications and communication channels are treated as governed delivery capabilities and are described publicly only to the extent they are implemented.

Execution evidence, provenance, audit trail, state transitions and acceptance records support independent review of what actually happened.

Application data, authorized knowledge, object storage, secrets, cache, backups and retention are governed platform responsibilities; implementation detail is exposed only where useful and verified.

Tenant support, account and billing support, incidents, abuse/risk operations, feature management and operational administration remain controlled platform functions.

User feedback, quality signals, failure analysis and evidence can inform bounded product improvement without self-modifying runtime authority.

Repositories, cloud services, app stores, social platforms, email, payments and other SaaS/API systems remain external integrations with explicit authorization boundaries.