Agent operations
Research system, in motion.
See what the Agent is researching, how it is organized, where evidence is weak, and whether the current conclusions are good enough to publish.
RuntimereadyBuilt 2026-08-18T13:25:35.464Z
62eaf5ca54a2952f398d10fb3bf31fcbbfbd66c0
62eaf5ca54a2952f398d10fb3bf31fcbbfbd66c0
Architecture 1.0.0
Current Agent architecture
Two persistent thinking roles coordinate replaceable models and bounded Codex workers. Research becomes visible only after deterministic validation.
Long-lived coreInsight LeadOwns questions, research direction, quality recovery, and bounded worker tasks.
Long-lived coreMethod ScoutFinds and evaluates industry-research frameworks through isolated method experiments.
Bounded parallelCodex workersUse native tools and MCP capabilities, then write append-only Contributions.
Control gateHuman approvalApproves purchases, method promotion, publication-sensitive changes, and merges.
Outer model routeReplaceable orchestration model
→
DeepSeek HarnessProfiles, scopes, sessions, goals
→
Codex + toolsWeb, files, MCP, document parsers
→
Contribution gateSchema, identity, quality, contradiction checks
Validated state flow: Source → Signal → Pattern → Hypothesis → Insight → Implication → Opportunity → Action. Agent and insight websites are projections; they cannot change canonical research state.
Current research state
Quality before confidence
The research direction shifted from vendor cataloguing to grid-model and workflow bottlenecks; the leading product wedge still needs independent buyer ROI evidence.
Quality verdict
expand
continue-research
Overall evidence score
93.1
Coverage 90 / 100
Research velocity
8.381
useful information units per hour
Open blockers
- Country variance
Tariffs, smart-meter coverage, procurement and DSO incentives differ materially. - Independent buyer economics
No comparable public ROI and implementation-cycle dataset has been found.
Next bounded work
- Find three DSO-authored before/after cases
- Map procurement and regulated business cases
Publication boundary
Read the evidence, not a confidence performance.
The current opportunity thesis remains in expansion until the missing evidence gates pass. Unreviewed worker output is never published as canonical insight.