Product Roadmap

Active workstreams across the platform, IDE extension, and compliance posture.

• Evidence-Based Scoring: Readiness Reviews

  SkillFoundry is live. Evidence-based results become the primary score after a readiness review, one organization at a time.

• Scoring Calibration

  Checking results against expert review so they stay consistent and fair as the task catalog grows.

• VS Code Extension: Extended Telemetry

  Git workflow, debugger usage, and search patterns.

  Q3 2026

• SOC 2 Type II Examination

  Third-party audit of security and availability controls.

  Q4 2026

• In-Product Compliance Reporting

  Adverse-impact ratios, AEDT notice templates, and audit-summary exports.

  Q4 2026

Features available today across assessments, integrations, and enterprise tooling.

• Evidence-Based Behavioral Scoring

  Evidence-backed assessment of how candidates investigate, use AI responsibly and verify their work. Missing evidence is never counted against a candidate. Accounts can run an assessment now; these results become primary after a readiness review.

  Pilot

• Reviewer Evidence Explorer

  Reviewers can verify every result against the evidence behind it, and every adjustment is recorded with the reviewer and reason.

• Trusted Grading on the Submitted Code

  Correctness is graded by running the code the candidate actually submitted, in a trusted environment.

• Behavioral Evidence Capture (Browser & VS Code)

  Evidence capture in the browser workspace and the VS Code extension, enabled alongside evidence-based assessment.

• Task Publication Review

  Every assessment task is checked and approved by a person before it is published.

• Behavioral Evidence Privacy Controls

  Retention defaults (24 months evidence, 12 months artifacts), deletion of assessment evidence from live systems within 48 hours of a request, legal holds, opt-in research consent, and pseudonymized research copies.

• Jira-style Issue Tasks

  Context-rich tickets that mirror real engineering work.

• Docker-based Code Execution

  Isolated environments for running candidate submissions safely.

• Custom Task Templates & Task Builder

  Author, reuse, and share assessment templates across your org.

• VS Code IDE Assessment Extension (v0.1)

  In-editor assessments with session telemetry and offline sync.

• Desktop agents (macOS & Windows)

  Native desktop agents for assessments and consented workforce intelligence, with set-and-forget employee capture.

• Behavioral Analysis & Session Telemetry

  Work-style signals captured during assessments for reviewer context.

• Automated Multi-Signal Scoring

  Test results, code quality, behavioral signals, and AI-use assessment.

• Enterprise SSO (SAML)

  Single sign-on for organization admins and interviewers.

• API Keys & Outbound Webhooks

  Programmatic access and event notifications for your hiring stack.

• ATS Integrations

  Greenhouse, Ashby, and Workable connectors for triggering assessments.

• GitLab PR/MR Import

  Create tasks directly from GitLab merge requests.

• Gamification, Learning Paths & Leaderboards

  Skill development and practice modes for candidates.

• Evaluation Dashboard & Recruiter Reports

  Score breakdowns, session evidence, and exportable hiring reports.