Every agent starts from a partial state
New sessions, compacted chats, and model switches lose the current route, acceptance checks, and why earlier branches were rejected.
Use SDK, HTTP, MCP, AIFS, or native plugins to carry plans, decisions, validation results, accepted routes, and handoffs across sessions, compaction, handoff, and model switches.
New sessions, compacted chats, and model switches lose the current route, acceptance checks, and why earlier branches were rejected.
Relevant notes can be outdated, contradicted, or no longer actionable. Aionis admits memory before it can influence the agent.
Bash results, file edits, verifier failures, and reviewer decisions should become execution memory instead of scrollback.
Connect through SDK, HTTP, MCP, AIFS, or a host plugin, then point the host at your Aionis Runtime.
Tool evidence, target files, verifier output, and branch changes become execution memory.
The next turn receives governed context: current route, gated alternatives, receipts, and rehydrate links.
Inject Aionis execution context before prompts, then record tool evidence, validation output, subagent handoffs, and session continuity after work happens.
Mirror guide context, current route, blocked memories, rehydrate pointers, receipts, and snapshots into a read-only .aionis directory for file-reading agents.
Aionis will carry governed route state, action boundaries, feedback attribution, and Flight Recorder traces through Codex-style coding sessions.
Aionis will give long-running OpenClaw loops compact context, handoff records, rehydrate pointers, and operator-visible memory receipts.
Aionis will preserve current routes, governed alternatives, rehydrate pointers, and feedback attribution across Hermes Agent runs.
Aionis compiles use_now, inspect_before_use, do_not_use, and rehydrate pointers before the agent starts the next turn.
Tool calls, target files, validation output, branch decisions, and handoff notes are recorded as governed runtime state.
The next agent sees the active path and blocked alternatives without loading the entire historical transcript.
Flight Recorder and receipts explain what memory was exposed, suppressed, or restored, and what outcome followed.