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Website update: Project Northstar is now in active development.
Mainely Code — AI coding with receipts
Project Northstar distributed cognitive system map with specialist regions for strategic analysis, decision intelligence, policy engineering, stakeholder insight, institutional awareness, research synthesis, governance support, and risk and compliance.
Active development

Project Northstar is being built as Mainely Code’s flagship cognitive platform and executive coordination layer.

Mainely Code Northstar

Governed cognition for serious institutional work.

Northstar is being designed to coordinate specialist reasoning systems, local and cloud models, memory, policy, provenance, tools, and execution systems through one inspectable executive layer.

Rather than hiding a swarm of model activity behind one polished response, Northstar is built around visible routing, explicit responsibility, bounded authority, and an executive core that remains accountable for the final result.

Specialist regions

A coordinated cognitive organization—not a single all-purpose voice.

Northstar’s specialist regions are designed to contribute distinct forms of reasoning while the executive core preserves policy, budget, provenance, and final routing authority.

01

Strategic Analysis

Frame goals, constraints, tradeoffs, sequencing, and long-range implications.

02

Decision Intelligence

Compare options, surface uncertainty, and support accountable decisions.

03

Policy Engineering

Translate institutional rules into inspectable operating constraints.

04

Stakeholder Insight

Map affected people, incentives, perspectives, and communication needs.

05

Institutional Awareness

Preserve context, continuity, organizational memory, and operating reality.

06

Research Synthesis

Bring evidence together while preserving source lineage and uncertainty.

07

Governance Support

Keep approvals, authority, auditability, and responsibility visible.

08

Risk & Compliance

Identify policy conflicts, operational exposure, and required safeguards.

Square Project Northstar specialist-region system map.
Executive coordination

Many contributors. One accountable operating layer.

Northstar may use many models, tools, specialist regions, and execution systems—but the executive core retains final authority.

1

Decompose

Turn broad goals into cognitive and execution plans with explicit constraints.

2

Route

Select the right specialist, model, product, tool, or execution platform for the work.

3

Govern

Enforce policy, authority, spend, provenance, privacy, and approval boundaries.

4

Arbitrate

Resolve disagreement, preserve uncertainty, and own the final decision path.

One family, distinct responsibilities

Northstar coordinates. The products keep their own jobs.

Northstar does not absorb the customer experiences or execution authority of the other Mainely Code products. Each product remains purpose-built and independently accountable.

Cloud command center

Project Sasquatch

The public cloud experience for broad AI conversation, files, planning, generation, synthesis, routed capability access, and Northstar-powered command-center workflows.

Explore Project Sasquatch →
Proof-driven software engineer

Mainely Code Buildroom

Bounded software work orders, candidate diffs, tests, proof bundles, rollback, and verified apply or pull-request proposals.

Explore Buildroom →
Local-first design loom

Orb-Weaver

Visual UI/UX intake, maps, screens, flows, design tokens, previews, and editable interface foundations.

Explore Orb-Weaver →
Development posture

Active development. Inspectable by design. Claims bounded by proof.

Northstar is not being presented as generally available or production-complete. The current work is focused on the cognitive contracts that make coordination trustworthy: routing, authority, provenance, policy, budgets, specialist responsibility, and operator visibility.

Visible routesShow what system was selected and why.
Bounded authorityPrevent tools and models from silently expanding scope.
ProvenancePreserve where evidence, claims, and decisions came from.
Budget controlMake cost an enforced operating policy, not an afterthought.
Executive accountabilityKeep one final decision path visible to the operator.