01 / DESIGN
Create role-specific assessments
Define tasks that mirror your stack, from API debugging to multi-service implementation.
DevCalcine is currently in private beta. We are building with design partners to replace puzzle interviews with real development environments, AI-native evaluation, and session context your hiring panel can actually use.
Architecture, execution, and AI collaboration signal in one report.
Replay every decision with timeline, diffs, and context.
Core capabilities in the current beta
Each step removes noise from technical hiring and gives your team evidence you can act on quickly.
01 / DESIGN
Define tasks that mirror your stack, from API debugging to multi-service implementation.
02 / EXECUTE
Candidates work in browser-based VS Code with DB, terminal, and API tools ready in seconds.
03 / DECIDE
See technical depth, process quality, and AI collaboration behavior before final interviews.
Get to clearer shortlists with technical context that your whole panel can trust.
AI-native report: score execution quality, architecture choices, and delivery consistency.
Replay timeline: inspect key moments with full-resolution playback and code diffs.
Integrity checks: detect copy-paste spikes and suspicious session behavior automatically.
No setup friction. No puzzle theater. Candidates can show their real decision making in a professional workflow.
Fast start
Browser workspace boots in seconds with environment and tools pre-configured.
Real stack
VS Code, terminal, database, and APIs in one consistent interview workspace.
Fair scoring
Objective grading based on implementation quality, correctness, and engineering process.
Instead of claims, we show a structured pilot process. Your team gets a working interview flow, and both sides decide with real evidence from your own use case.
Pilot timeline
Step 1
We map one active role, define interview goals, and align reviewers on what "strong" looks like.
Step 2
Your team gets role-specific tasks, environment setup, and rubric-ready review outputs.
Step 3
We debrief with your panel and capture exactly what to keep, improve, or remove before scaling.
We onboard selected teams each month. Bring one active role and we will map an interview flow you can pilot immediately.