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HowHow

HOWHOW / EVIDENCE-FIRST RESEARCH OS

HowHow

One research system for BriefEvidenceExperimentReview
One research episode connecting questions, exact evidence, bounded runs, failures and human review.

arXiv · LOCAL ALPHAOpenAlex · PARTIALCrossref · PARTIALSemantic Scholar · PARTIALZotero · PLANNEDCodex · ADAPTER IN DEVELOPMENTPi · ORCHESTRATION TARGETHerdr · ORCHESTRATION TARGETDeepScientist · REFERENCEDeerFlow · REFERENCE
arXiv · LOCAL ALPHAOpenAlex · PARTIALCrossref · PARTIALSemantic Scholar · PARTIALZotero · PLANNEDCodex · ADAPTER IN DEVELOPMENTPi · ORCHESTRATION TARGETHerdr · ORCHESTRATION TARGETDeepScientist · REFERENCEDeerFlow · REFERENCE

One system,
four technical views.

IN DEVELOPMENT

The planned cockpit brings stage, last meaningful artifact, recommended next action, spend, blockers and record counts into one review surface. Current local-alpha operation is CLI-first.

HowHow system overview linking the Researcher, Reasoner crew, Basic Mode records and reviewable outputs.
Record 1 of 4: Cockpit
Dynamic research crew coordinated by a central Servant with Scouts, specialized Classes, Reviewers and an optional Secondmate.
REASONER MODE · PRIVATE ALPHATechnical architecture illustration. It describes the intended dynamic crew, not general product availability.

Work directly or reason with a crew

Basic Mode gives you deterministic, project-local control. Reasoner Mode adds a conversational Servant that can coordinate Scouts, Classes and Reviewers while human approval remains visible at consequential boundaries.

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The setup prompt exercises the public Basic Mode CLI only. Full HowHow access remains private alpha, and the prompt reports command output rather than claiming research quality.

Two modes. One research episode.

Use Basic Mode for deterministic project control or Reasoner Mode for conversational orchestration. Both are designed around the same durable evidence trail.

HowHow is in private alpha. The public CLI and PRD expose parts of the system; broader access, collaboration and deployment options remain gated or in development.

Basic Mode

  • Project-local records
  • Deterministic control
  • No daemon required

Work directly through the project-local CLI. Basic Mode owns durable records, hashes, append-only events, approvals and manifests without a hidden worker or long-running daemon.

Reasoner Mode

  • Conversational control
  • Dynamic research crew
  • Human decision gates

A Servant interprets the goal, checks scope and authority, then works directly or coordinates Scouts, Classes and Reviewers. Agent count changes with the task; the durable research record remains canonical.

Lab

  • Seven planned seats
  • Team workflow in development
  • Private alpha

Planned for small research teams that need shared review, approval history and consistent policy across episodes. Collaboration capabilities are not presented as generally available yet.

Enterprise

  • Custom scope
  • Security review
  • Commercial terms

For organisations evaluating a custom deployment, security boundary or integration. Availability and scope are established through discovery before any commitment is made.

HowHow is in private alpha. The public CLI and PRD expose parts of the system; broader access, collaboration and deployment options remain gated or in development.

Field notes

Bring a question. Keep the evidence.

HowHow is in private alpha. Start with a bounded question and we will say plainly what can be tested now, what remains in development and where human authority stays required.

HowHow — Evidence-first Research OS