For VC-Backed Companies

Hire developers who've proven
their process.

Every developer on CodeJack has completed a real take-home assessment with full process transparency. You'll see exactly how they think, debug, and build — mapped through their git commits and AI conversations. No more guessing if a candidate can actually code.

Access developers vetted through real take-home assessments
See their full coding process — not just the final output
Get detailed insights: commit timelines, patterns, and reasoning
AI-generated follow-up questions ready for your interview
Commit Maps
Process Timeline
Pattern Analysis
Follow-Up Qs
Practices & Anti-Patterns

What their code says about their process

Code Jack surfaces good engineering practices and anti-patterns from the candidate's session — with evidence from their actual commits and prompts. Compare patterns across candidates to make informed decisions.

7 good practices3 anti-patterns
Filter:
patterns-detected10 patterns

Click a pattern to see evidence from the candidate's session

What You'll See

Insights you can't get from GitHub

We don't grade candidates — we highlight patterns and situations so you can make your own decision.

Rapid-Fire Commits

Spots bursts of fast commits with minimal gaps — potential copy-paste patterns or AI output accepted without review.

Refactoring Loops

Highlights areas where the candidate went back and refactored — a sign they're iterating on quality, not just shipping.

Key Architectural Decisions

Surfaces pivotal prompts where the candidate made big structural choices — the moments that shaped the whole codebase.

Debugging Patterns

Shows how the candidate troubleshoots when things break — do they share errors with context, or just regenerate and hope?

Prompt Sophistication

Reveals whether the candidate gives detailed, structured instructions or relies on vague one-liners and lets AI guess.

Reasoning Gaps

Flags commits that don't map to any uploaded prompt — areas where the reasoning behind the code is unclear.

Session Timeline

See the full coding session at a glance

Every commit, prompt, refactor, and debugging session laid out on a timeline. Spot patterns instantly — where they moved fast, where they paused to think, and where they course-corrected.

Events:CommitRapid CommitRefactorKey DecisionDebugging·= has linked prompt
session-timeline8 events · 14:02 → 15:40
Auth provider selectionKey Decision · 14:22
Prompt · 14:15

Create a user authentication service using NextAuth with GitHub and Google providers. Include session typing and a protected route wrapper.

Specified providers, typing, and route protection in one prompt. Shows architectural forethought.

Key Decision

Auth provider selection

14:22
b7c4e9a

Chose NextAuth with GitHub + Google. Implemented typed session and protected route HOC.

Insight

Good — made a clear architectural choice with reasoning.

Click any event to reveal the prompt that drove it

Ready to see candidates who've already proven their process?

Skip the resume stack. Every developer on CodeJack comes with a full process profile — commits, prompts, patterns, and insights — so you know how they work before you ever speak.

Follow-Up Questions

Interview questions that write themselves

Code Jack generates targeted follow-up questions based on the candidate's actual coding decisions — not generic prompts, but questions rooted in their specific commits and reasoning.

Why this was flagged

Commit a8f1b4c refactored code that was first written in e9b3d5f. The candidate's prompt explicitly asked to 'extract sorting logic into a hook' — showing proactive separation of concerns.

a8f1b4ce9b3d5f14:5215:20
Preview

Commits mapped to prompts

Code Jack connects every git commit to the agent conversation that drove it. See the full picture — what they asked, what they shipped, and the reasoning in between.

Situations:Rapid CommitRefactorKey DecisionDebuggingSteady
git log7 commits
agent prompts2 promptsb7c4e9a
Prompt 1 of 214:15

Create a user authentication service using NextAuth with GitHub and Google providers. Include session typing and a protected route wrapper.

Insight

Specified providers, typing, and route protection in one prompt — architectural decision about auth approach.

Prompt 2 of 214:22

Add middleware to redirect unauthenticated users and set up role-based access for admin routes.

Insight

Extended auth to include middleware and roles — planned for access control early.

Select a commit to see the prompts that formed it

Get Started

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