Ava’s maintainers claim their released C++23 coding agent uses durable, replayable sessions to make interrupted and long-running coding workflows recoverable and auditable.
state: expiredheat: lowuncertainty: highknownscott: lowcoding-agents agent-harnesses agent-continuitySmartAIleomicv
What is this?
Ava is presented as a released C++23 coding agent whose maintainers emphasize durable, replayable sessions for recovering interrupted or long-running coding workflows and auditing their execution. The supplied background snippets support the broader design pattern—persisting task state, event logs, and workspace artifacts rather than relying on chat memory—but do not directly verify Ava’s implementation or identify the respective roles of SmartAI and leomicv. Claims about persistent context and isolated execution environments are established only for comparable durable-agent systems, not specifically for Ava.
Why it matters to Scott
Ava repeats the architecture already captured in Scott’s “Long-Running Agents” framework and “Resumable agent job control plane”: continuity belongs in durable external state so interrupted workers can recover. The radar already tracks materially similar durable coding-agent runtimes in Pi AgentHarness and Hermes Missions; without verified implementation details or evidence that Ava advances replay or auditability, this is another example rather than a development that changes Scott’s position or practice.
ip:framework.long-running-agentsdev:concept.resumable-agent-job-control-planeip:concept.agent-receiptsradar:pi-agentharness-durable-runtimeradar:hermes-missions-durable-agent-executionradar:rungraph-claude-code-session-replay
queries asked of Scott's wikis
- durable execution and replay in coding-agent harnesses
- event-sourced agent sessions versus chat memory
- checkpointing and interruption recovery for long-running agents
- audit logs and deterministic replay of agent actions
- persistent workspace state in coding agents
- C++ harnesses for local coding agents
Measured heat
no measured readings yet — the hourly heat pass fills this in
How the heat travelled
no chain yet — the hourly chain pass fills this in
Evidence (2) — ⭐ canonical anchor
Interpretation history
2026-09-04T18:24:26Z
After 48 hours, Ava has attracted no substantive technical evidence, independent use, or operational validation; the tiny engagement change is only repetitive amplification. It remains an unverified example of an already-established durable-agent pattern, with no near-term confirmation expected.
2026-09-02T18:01:57Z
The forced re-evaluation adds no evidence beyond the original release claim, leaving Ava an unverified implementation example of an already-known durable-agent pattern. Without technical details, independent use, or operational results, the case has not matured.
2026-09-02T17:48:38Z
grounded: known/low — Ava repeats the architecture already captured in Scott’s “Long-Running Agents” framework and “Resumable agent job control plane”: continuity belongs in durable
2026-09-02T17:45:27Z
case created — The first-party repository is a usable artifact implementing a distinct persistence and replay design for coding agents.
Decision trace
- 09-05 04:24expireAfter 48 hours, Ava has attracted no substantive technical evidence, independent use, or operational validation; the tiny engagement change is only repetitive amplification. It remains an unverified e
- 09-05 04:24alert_silentNo consequential new delta occurred, and the case has faded without implementation details or adoption evidence that would affect Scott’s work.
- 09-05 04:24alert_routeNo consequential new delta occurred, and the case has faded without implementation details or adoption evidence that would affect Scott’s work.
- 09-03 04:01repriceThe forced re-evaluation adds no evidence beyond the original release claim, leaving Ava an unverified implementation example of an already-known durable-agent pattern. Without technical details, inde
- 09-03 04:01alert_silentNothing new has occurred since the prior review; unchanged engagement and repeated release claims do not warrant interrupting Scott or reserving attention for near-term confirmation.
- 09-03 04:01alert_routeNothing new has occurred since the prior review; unchanged engagement and repeated release claims do not warrant interrupting Scott or reserving attention for near-term confirmation.
- 09-03 03:57alert_silentThe repository establishes that Ava has been released and is presented as a C++23 coding agent with durable, replayable sessions, but the supplied evidence shows no implementation details, replay guar
- 09-03 03:57alert_routeThe repository establishes that Ava has been released and is presented as a C++23 coding agent with durable, replayable sessions, but the supplied evidence shows no implementation details, replay guar
- 09-03 03:48groundAva repeats the architecture already captured in Scott’s “Long-Running Agents” framework and “Resumable agent job control plane”: continuity belongs in durable external state so interrupted workers ca
- 09-03 03:45createThe first-party repository is a usable artifact implementing a distinct persistence and replay design for coding agents.