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.

Code

Build

LOCI

Test

Merge

<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.

loci-cli analyze --ci --artifact=./build/app

$ loci analyze ./build/app
→ Parsing executable… [Done]
→ Mapping control-flow & kernels… [Done]
→ Applying execution models (CPU/GPU)…

WARNING: KPI boundary exceeded

Latency (p99):
Efficiency:

+145ms
Utilization mismatch

Hint: matrix_mul_tiled() hot path expanded

Analysis Complete: 1 Critical, 2 Warnings. Time: 4.2s

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.

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.

Developer Loop

IDE & Developer Tooling

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

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.

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.