Synapse works best on a larger screen. Some features require a desktop or laptop.

The interview, deconstructed

What happens around the code matters most.

Strong interviews depend on more than producing a correct answer. Synapse trains you to recognize the structure, explain an approach, verify the result, and retain the lesson.

Problem practice

The answer is visible. The reasoning is not.

Most tools measure whether you finished. They rarely train the explanation interviewers are listening for.

Synapse practice

Every feature makes reasoning explicit.

Pattern recognition, approach planning, dry-run verification, and spaced review become the work itself.

01

What pattern is this?

Recognize the structure.

Unfamiliar wording should not make every problem feel new. Learn to see the durable concepts underneath it.

Concept Atlas

See the field before choosing a path.

Explore concepts, prerequisites, and your current mastery in one structured view.

Mastered · Arrays & Hashing
Ready · Two Pointers
Build first · Graph Traversal

Pattern drills

Practice recognition without hiding behind code.

Classify problems from their signals and learn what gave the pattern away.

Also: diagnostic · concept cards · progressive paths

02

Walk me through your approach.

Explain the approach.

A correct idea becomes interview-ready when you can make it clear, defend the tradeoffs, and name the edge cases.

Approach Builder

The editor waits for a plan.

Identify the pattern, state the approach, and reason about complexity before writing code.

Pattern · Two pointers
Complexity · O(n) time
Edge cases · Empty input, duplicates

Support without surrender

Get unstuck without giving up the thinking.

Progressive hints and Study the Solution turn help into active practice.

Also: fading scaffolds · fill-in-the-blank · Blind Mode

03

How do you know it works?

Verify the result.

Passing tests is evidence. It is not understanding. Train the mental execution that lets you predict and defend the result.

Dry-Run Training

Predict before you press run.

Commit to an expected output and walk through the changing state before execution reveals the answer.

Expected output · [2, 3]
Explain state after iteration 3…

Solution comparison

Turn the result into an explanation.

Compare your reasoning with a reference approach and explain what differs and why.

Also: checkpoint assertions · edge-case prompts · Run Nudge

04

Will you remember this on interview day?

Retain the lesson.

A solved problem is not a durable skill. Synapse brings concepts back before confidence becomes false confidence.

Mastery with decay

Know what is genuinely available.

Readiness reflects durable concept mastery, not a lifetime count of green checkmarks.

Two Pointers · 85%
Sliding Window · 40%
Dynamic Programming · 22%

Spaced review

Return to the concept, not the answer.

Review through a different problem so recall depends on transferable understanding.

Also: readiness score · daily review plan · competence milestones

Built around you

The practice changes as you do.

Synapse uses what you know, what you forget, how you work, and when you interview to shape the next useful challenge.

01

Start from evidence

Your diagnostic finds a credible starting point.

02

Choose the next step

Next Up and Daily Mission focus effort where it matters.

03

Change the support

Scaffolding fades as your reasoning becomes stronger.

04

Respect the timeline

Your interview date changes scope, pacing, and priorities.

Next Up

Always have a reason for what comes next.

Recommendations balance gaps, review urgency, variety, and interview relevance.

Adaptive practice

More support when learning. Less when proving.

The same concept can feel guided today and interview-like once you are ready.

Daily Mission

A focused session, not an endless queue.

Reviews, new material, and drills combine around your available time and current needs.

Practice that adapts

Turn practice into interview readiness.

Synapse adapts the next challenge around what you know, what you forget, and when you interview.

Start with the diagnostic