Independent use will determine whether Mole reliably enforces research spending limits, links claims to verified source quotations, and preserves a meaningful privacy boundary for local data.
state: expiredheat: lowuncertainty: highknownscott: mediumresearch-agents agent-harnesses inference-economicslajosdeme
What is this?
Mole is described in the case as an open-source deep-research agent for the terminal, associated with lajosdeme. Its stated features include enforced research budgets, source-linked verified quotations, and a privacy boundary intended to keep local data private. The supplied web results do not discuss Mole or independently substantiate its claimed zero budget overshoot, quotation verification, or privacy guarantees, so these remain claims awaiting hands-on validation.
Why it matters to Scott
Mole packages three positions Scott already holds: deterministic autonomy budgets, claim-level verbatim evidence, and architectural privacy boundaries, as captured in Autonomy Budget, Evidence Package, Proof-of-read citation gate, and SiloOS. Its unverified implementation could provide a useful hands-on comparison for Scott’s terminal research and agent-harness work, but the supplied material establishes neither independent performance nor a consequential new endorsement.
ip:concept.autonomy-budgetip:concept.evidence-packageip:framework.siloosdev:concept.proof-of-read-citation-gatedev:project.askradar:concept.research-agentsradar:concept.agent-harnessesradar:concept.inference-economicsradar:grapharc-runtime-agent-graph-gatesradar:veruscite-citation-checking
queries asked of Scott's wikis
- agent harness budget enforcement and cost controls
- research-agent citation verification and quote provenance
- local-data privacy boundaries for cloud agents
- inference economics and bounded agent spending
- deep-research agent evaluation and reliability
- terminal-native research and knowledge workflows
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
2026-08-16T21:32:26Z
Repeated rechecks produced only engagement movement, with no independent use, implementation findings, or validation of Mole’s budget, citation, or privacy claims. The launch episode has faded without advancing the hypothesis; a future hands-on evaluation should open a new episode.
2026-08-14T21:27:27Z
The refreshed discussion raises implementation questions about token-cost accounting and a naming conflict but supplies no testing, user experience, or technical finding. Mole remains an author-claimed package awaiting independent validation of its budget, citation, and privacy controls.
2026-08-14T19:45:49Z
The modest engagement increase adds no independent testing, implementation evidence, or user testimony. Mole remains a relevant but wholly author-claimed package of budget, citation, and privacy controls, so the case cools while awaiting hands-on validation.
2026-08-14T19:33:24Z
grounded: known/medium — Mole packages three positions Scott already holds: deterministic autonomy budgets, claim-level verbatim evidence, and architectural privacy boundaries, as captu
2026-08-14T19:30:52Z
case created — The released agent combines three consequential and independently testable controls for research-agent reliability, privacy, and cost.
Decision trace
- 08-17 07:32expireRepeated rechecks produced only engagement movement, with no independent use, implementation findings, or validation of Mole’s budget, citation, or privacy claims. The launch episode has faded without
- 08-17 07:32alert_silentNo consequential new evidence arrived, so there is nothing Scott needs before the next briefing.
- 08-17 07:32alert_routeNo consequential new evidence arrived, so there is nothing Scott needs before the next briefing.
- 08-15 21:21sensor_dirtyengagement_update
- 08-15 18:21sensor_dirtyengagement_update
- 08-15 16:21sensor_dirtyengagement_update
- 08-15 14:21sensor_dirtyengagement_update
- 08-15 12:21sensor_dirtyengagement_update
- 08-15 10:21sensor_dirtyengagement_update
- 08-15 09:21sensor_dirtyengagement_update
- 08-15 08:21sensor_dirtyengagement_update
- 08-15 07:27repriceThe refreshed discussion raises implementation questions about token-cost accounting and a naming conflict but supplies no testing, user experience, or technical finding. Mole remains an author-claime
- 08-15 07:27alert_silentThe new comments identify unresolved questions rather than demonstrating a failure or capability; nothing consequential has changed that Scott needs before the next briefing.
- 08-15 07:27alert_routeThe new comments identify unresolved questions rather than demonstrating a failure or capability; nothing consequential has changed that Scott needs before the next briefing.
- 08-15 07:21sensor_dirtyengagement_update
- 08-15 06:21sensor_dirtycomment_update
- 08-15 05:45repriceThe modest engagement increase adds no independent testing, implementation evidence, or user testimony. Mole remains a relevant but wholly author-claimed package of budget, citation, and privacy contr
- 08-15 05:45alert_silentOnly engagement changed; no new evidence establishes that the controls work or changes access, risk, or adoption. This can wait for independent use or a substantive technical finding.
- 08-15 05:45alert_routeOnly engagement changed; no new evidence establishes that the controls work or changes access, risk, or adoption. This can wait for independent use or a substantive technical finding.
- 08-15 05:39alert_silentThe open-source launch is relevant to Scott’s agent-harness work, but the only substantive evidence is the author’s own unvalidated claims about zero budget overshoot, verified quotations, and local-d
- 08-15 05:39surface_candidateThe open-source launch is relevant to Scott’s agent-harness work, but the only substantive evidence is the author’s own unvalidated claims about zero budget overshoot, verified quotations, and local-d
- 08-15 05:39alert_routeThe open-source launch is relevant to Scott’s agent-harness work, but the only substantive evidence is the author’s own unvalidated claims about zero budget overshoot, verified quotations, and local-d
- 08-15 05:33groundMole packages three positions Scott already holds: deterministic autonomy budgets, claim-level verbatim evidence, and architectural privacy boundaries, as captured in Autonomy Budget, Evidence Package
- 08-15 05:30createThe released agent combines three consequential and independently testable controls for research-agent reliability, privacy, and cost.