KAEL Capabilities

This page separates implemented KAEL behavior from roadmap items.

Implemented public capabilities

• Non-streaming and Server-Sent Events chat.
• Model catalog discovery.
• Anonymous and authenticated sessions.
• Recent conversational history.
• Key/value user memory.
• AeThex knowledge matching.
• Identity and profile summaries.
• Feedback ratings.
• Featured and activity feeds.
• Generated-document creation and storage.
• Email one-time-code and AeThex OAuth-style sign-in flows where configured.
• Image-aware requests through a compatible model tier.

Implemented integrations

• Discord interaction verification and slash-command handling.
• AeThex service-status checks.
• Signed deployment webhooks.
• Optional Telegram bot initialization.
• Optional transcription and text-to-speech routes.
• DB-backed scheduled tasks and daily briefs.
• Tenant-specific prompts, knowledge, models, and rate limits.

Permissioned capabilities

Depending on clearance and operator authorization, KAEL can expose tools for:

• Live web retrieval.
• AeThex service checks.
• Passport and ecosystem lookup.
• Persistent world-model reads and writes.
• Observations and operator context.
• Agent execution.
• Deployment actions.
• Tenant administration.

Capability boundaries

KAEL does not guarantee:

• That every provider model is always enabled.
• That a public user has access to every tool.
• That experimental endpoints remain stable.
• That generated answers are authoritative without a linked source.
• That an available hostname means every feature is production-ready.

Client guidance

• Discover models using /kael/models.
• Treat clearance as server-calculated.
• Expect rate-limit events inside an SSE response.
• Store no operator token in browser code.
• Keep session IDs unguessable when they protect anonymous continuity.
• Provide users a way to inspect and clear memory.

Roadmap

Planned work belongs in KAEL Roadmap. Shipped behavior belongs here and in KAEL Changelog.