Integrations & Workflow

Execution Reasoning Embedded in Your Existing Workflow

LOCI integrates directly into modern software development workflows, providing execution reasoning as code is built — without disrupting how teams write, review, or ship software. No new processes. No instrumentation. No runtime overhead.

LOCI signal layer
Plug in atone stageorthe full pipeline
Code
incremental .so

fn-level signal as you type

Build
full binary pass

all 5 signals, whole program

Test
tail & edge cases

paths your suite never reaches

Merge
PR gate

blocks if signal exceeds baseline

Each stage is independently useful — or run the full layer for continuous coverage.
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<5-Minute Integration

LOCI is designed to integrate in minutes. Teams can enable LOCI in existing repositories and pipelines with minimal setup.

No code changes
No instrumentation
No long onboarding
No runtime overhead
Fits after build, before tests
Get execution-grounded signal early — reduce wasted test cycles and late-stage surprises.
Integrations

Works Where You Work

Execution reasoning is surfaced in the tools you already use — GitHub, CI, IDEs, and LLM coding agents.

GitHub-Native

GitHub-Native Integration

LOCI integrates natively with GitHub and GitHub Marketplace. As code is pushed and built, LOCI analyzes compiled artifacts and surfaces execution-level signal directly where developers work.

  • Pull request comments
  • Commit and build feedback
  • Repository-level insights
CI/CD

CI/CD Integration

LOCI plugs into existing CI pipelines via lightweight APIs and MCP. It runs after build, before tests — adding signal without adding runtime overhead.

  • Works after build, before tests
  • No changes to test infrastructure
  • No additional execution stages
  • No performance impact on CI
Developer Loop

IDE & Developer Tooling

LOCI integrates with IDEs and local developer workflows to provide immediate execution reasoning while code is still fresh.

  • Terminal and IDE feedback
  • Local build analysis
  • Immediate execution reasoning during development
AI Grounding

Grounding LLM Coding Agents

LOCI integrates with LLM-based coding tools (Cursor, Claude Code, Gemini, Copilot) to ground generation with execution-aware signals.

  • Avoid generating performance-regressing code
  • Stay within performance & efficiency KPIs
  • Propose changes aligned with real execution behavior
Where LOCI Fits

Add execution reasoning exactly when it matters.

LOCI fits naturally into your workflow, adding execution-grounded signal as you build — before tests and before merge.

Technology Deep DiveView Documentation