alexeyw claims the released Apache-2.0 Android agent runs on-device with behavior controlled through an editable graph rather than a prompt, offering builders an explicit execution-control model for local mobile automation.
state: expiredheat: lowuncertainty: highknownscott: lowlocal-agents agent-harnesses mobile-automationalexeyw
What is this?
The case attributes to alexeyw an Android automation agent developed over six months, reportedly released under Apache-2.0 with behavior controlled through an editable graph rather than a prompt. The supplied search snippets do not identify that project or independently verify its license, graph-based execution, or on-device operation; they describe other mobile-agent tools instead. The web answer repeats the case's claims, but its additional assertions about no external dependencies and support for multiple AI models are not substantiated by the snippets, and fully local inference is not established.
Why it matters to Scott
The graph-rather-than-prompt claim repeats Scott’s existing preference for explicit execution control in “Deterministic agent control plane”; the supplied material does not establish deterministic enforcement, a consequential new adopter, or an effect on his projects. This is a possible mobile implementation example, not yet an extension of that position: the release and on-device claims remain unverified, and the related radar pages track analogous tools rather than this same development.
dev:concept.deterministic-agent-control-planeradar:agent6-jailed-state-machine-harnessradar:grapharc-runtime-agent-graph-gatesradar:concept.agent-harnessesradar:concept.mobile-agents
queries asked of Scott's wikis
- explicit execution graphs versus prompt-driven agent control
- editable agent harnesses deterministic replay debugging
- local agent inference privacy offline dependencies
- mobile automation Android agent projects
- workflow graphs human inspection execution boundaries
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 (1) — ⭐ canonical anchor
Interpretation history
2026-09-07T21:29:49Z
The monitoring horizon has elapsed without new implementation evidence, independent testing, or an expected confirming event. Knotwork remains an inspectable release example, but the claims about fully local inference and graph-enforced execution remain unsettled; further scheduled monitoring is not earning Scott's attention.
2026-09-05T21:25:36Z
The refreshed comments add neither independent testing nor a substantive implementation detail; the isolation objection remains a general deployment concern, not a demonstrated defect. The announced release remains concrete, but fully local inference and graph-enforced execution are still unvalidated claims rather than new support for Scott’s control-plane decisions.
2026-09-05T19:30:30Z
The refreshed discussion adds no substantive implementation evidence or independent testing beyond the already-known project links and isolation concern. Knotwork remains an inspectable mobile-agent example, not evidence that editable graphs enforce execution boundaries or that inference is fully local.
2026-09-05T17:29:58Z
The author now supplies concrete Knotwork repository and distribution links, making the implementation inspectable without independently validating local inference or graph-enforced execution. Discussion adds an isolation concern, not a demonstrated flaw or independent adoption; this remains a low-relevance implementation example rather than new evidence for Scott’s control-plane decisions.
2026-09-05T17:25:46Z
grounded: known/low — The graph-rather-than-prompt claim repeats Scott’s existing preference for explicit execution control in “Deterministic agent control plane”; the supplied mater
2026-09-05T17:23:14Z
case created — The author's reported Google Play release is a concrete first-party episode distinct from existing mobile-agent cases, although the supplied excerpt establishes no reliability measurements.
Decision trace
- 09-08 07:29expireThe monitoring horizon has elapsed without new implementation evidence, independent testing, or an expected confirming event. Knotwork remains an inspectable release example, but the claims about full
- 09-08 07:29alert_silentThis is a staleness check, not a new release, capability result, or demonstrated risk. There is no consequential delta to surface or named imminent confirmation to hold for.
- 09-08 07:29alert_routeThis is a staleness check, not a new release, capability result, or demonstrated risk. There is no consequential delta to surface or named imminent confirmation to hold for.
- 09-06 07:25repriceThe refreshed comments add neither independent testing nor a substantive implementation detail; the isolation objection remains a general deployment concern, not a demonstrated defect. The announced r
- 09-06 07:25alert_silentThe release and project links were already assessed. This refresh supplies no consequential new capability, access change, or demonstrated risk that would make the next briefing late.
- 09-06 07:25alert_routeThe release and project links were already assessed. This refresh supplies no consequential new capability, access change, or demonstrated risk that would make the next briefing late.
- 09-06 07:21sensor_dirtycomment_update
- 09-06 05:30repriceThe refreshed discussion adds no substantive implementation evidence or independent testing beyond the already-known project links and isolation concern. Knotwork remains an inspectable mobile-agent e
- 09-06 05:30alert_silentNo consequential new delta has arrived: the release and distribution links were already assessed, and the comments provide neither validation nor a demonstrated safety defect. Waiting for the next bri
- 09-06 05:30alert_routeNo consequential new delta has arrived: the release and distribution links were already assessed, and the comments provide neither validation nor a demonstrated safety defect. Waiting for the next bri
- 09-06 05:21sensor_dirtycomment_update
- 09-06 03:29repriceThe author now supplies concrete Knotwork repository and distribution links, making the implementation inspectable without independently validating local inference or graph-enforced execution. Discuss
- 09-06 03:29alert_silentProject links improve inspectability but do not materially change the previously assessed release. No independent test, consequential capability result, or time-sensitive opportunity makes waiting for
- 09-06 03:29alert_routeProject links improve inspectability but do not materially change the previously assessed release. No independent test, consequential capability result, or time-sensitive opportunity makes waiting for
- 09-06 03:28alert_silentThe builder’s first-party post announces an Apache-2.0 Android agent already released on Google Play, with editable execution graphs and bounded output-repair attempts. That is a concrete implementati
- 09-06 03:28alert_routeThe builder’s first-party post announces an Apache-2.0 Android agent already released on Google Play, with editable execution graphs and bounded output-repair attempts. That is a concrete implementati
- 09-06 03:25groundThe graph-rather-than-prompt claim repeats Scott’s existing preference for explicit execution control in “Deterministic agent control plane”; the supplied material does not establish deterministic enf
- 09-06 03:23createThe author's reported Google Play release is a concrete first-party episode distinct from existing mobile-agent cases, although the supplied excerpt establishes no reliability measurements.