Engagement Model

Controlled execution on your codebase,
delivered in weeks — not months.

SQ2 operates on your repository with structured workflows, bounded scope, and verified outcomes. Every engagement is scoped, measurable, and fully auditable. No code leaves your environment.

SQ2 is not a tool to evaluate. It is a system deployed on your infrastructure to execute real engineering work — with control, verification, and traceability at every step.

What an Engagement Includes

Scoped execution with full verification

1 Repository

Single codebase. Deep indexing. Full semantic understanding before execution begins.

2-4 Workflows

Selected by your team. Analysis, test generation, fixing, or validation — matched to your priorities.

Controlled Execution

Policy-enforced. Bounded scope. Every action planned, approved, and traceable.

Verified Outputs

Syntax validation. Test execution. Diff coherence. Structured execution journal delivered.

Engagement Structure

Defined scope, defined timeline

Duration
2 weeks
From deployment to final report. Execution begins within 24 hours of setup.
Scope
1 repository
Single codebase focus. Indexed, analyzed, and executed against defined workflows.
Execution
Controlled workflows
Structured plan-execute-verify cycle. Maximum 5 files per execution tranche.
Verification
Required
Every change verified before completion. Syntax, coherence, tests, and scope enforcement.
Typical Workflows

What SQ2 executes

01

Test generation

Targeted regression tests for changed files. Focused on edge cases and boundary conditions. Verified by execution.

02

Codebase analysis

Structure mapping, dependency analysis, impact assessment. Semantic indexing across the full repository.

03

Safe improvements

Scoped refactors and fixes with verification gates. Self-healing loop catches regressions before completion.

04

Validation

Deep verification of existing code: syntax checks, test execution, integrity analysis across modified files.

How It Works

From access to delivery

1

Access

You grant repository access. SQ2 is deployed on your infrastructure. No code leaves your environment.

2

Initialization

Repository indexed. Semantic search built. Policies configured. Workflows agreed with your team.

3

Execution

SQ2 executes defined workflows on a dedicated branch. Every action is planned, bounded, and logged.

4

Verification

Changes verified: syntax, coherence, test execution, scope compliance. Critic review on every completed task.

5

Delivery

Execution report. Verification logs. Performance metrics against your manual baseline. Deployment recommendation.

Control & Safety

Every action is visible and bounded

SQ2 operates under strict constraints. No hidden execution. No uncontrolled changes. Full audit trail.

Local execution only — no code transmitted, no cloud dependency
No uncontrolled actions — every write requires planned scope and policy clearance
Dry-run available — preview any workflow before execution
Full visibility — every file read, written, and command run is logged and exportable
No automatic git operations — commits and pushes require your explicit action
Outcomes

What you get

Verified changes

Every modification syntax-checked, diff-verified, and test-validated. Zero unintended regressions.

Improved code quality

Targeted tests. Identified issues. Structured analysis. Measurable improvement in coverage and reliability.

Reduced engineering effort

Tasks that take hours manually execute in minutes with full verification. Time savings documented against your baseline.

Delivers measurable output from the first workflow. No external code transmission.

Engagement Model

Scope-based, not seat-based

Engagements are scoped by repository and workflow complexity — not by the number of users or time spent. Each engagement is defined by clear boundaries: one repository, a set of target workflows, and measurable success criteria agreed before execution begins.

There are no per-seat licenses, no usage metering, and no recurring fees during the engagement. You pay for defined scope and verified outcomes.

Scope unit
1 repository
Workflow count
2-4 per engagement
Success criteria
Defined before start
Start

Request Engagement

Install in minutes. Structured outputs from the first workflow. No external dependency required.

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