
Engineering intelligence for AI-native teams
The connected platform for building, reviewing, and operating better software.

The connected platform for building, reviewing, and operating better software.
Deterministic code review intelligence
PR change intelligence that understands the intent behind diffs — surfacing architectural impact, detecting drift from implementation plans, and providing structured review signals without LLM hallucination.
Integrates into your existing PR workflow. Reviews are deterministic — same diff always produces the same signals.
Engineering intelligence for AI-native teams
Persistent engineering orchestration that scans your codebase, maintains project memory, and generates deterministic implementation plans — so your AI tools never lose architectural context.
Ships as a VS Code/Cursor extension. All processing happens locally — no cloud, no telemetry, no API keys.
Latest tools, updates, and capabilities.
Developer tools built as headless engines — asset generation, data transformation, and metadata inspection.
Lossless & lossy image compression
Social preview images in your browser
Complete favicon packages from a single source
Format, validate, minify, and transform JSON
Request builder, mock server, and schema testing
Validate and preview site metadata
Character, word, and structural text analysis
Clean up and transform text in your browser
Base64, URL, HTML, and Unicode encoding
Convert and preview CSS colors
Practical developer tools for asset generation, data transformation, and workflow automation.
Exploratory concepts under investigation. Not yet available or committed to a release timeline.