CryptoInsight logoCryptoInsightarchitectural reasoning
Sign inStart free
Compress repo onboarding from days to minutes

Architectural reasoning for crypto codebases that refuse to be obvious.

CryptoInsight gives engineers a system-level read on unfamiliar repos: where value flows, what controls matter, and what to verify manually before a change turns risky.

Start freeSign in

30s

to get a first-pass system map for a new repository

4

MVP outputs: map, analysis, control points, and impact scope

Explicit

uncertainty blocks instead of false confidence theater

Live workspace preview

Uniswap V3 onboarding

Top modules

Liquidity CoreAccess BoundaryToken AccountingTreasury & Fees

Candidate control point

swap() / fee path

High confidence because it appears in the primary transaction path, touches value distribution, and sits close to liquidity accounting.

Uncertainty flag

Proxy or delegatecall patterns may obscure the real execution path. Manual review still required before modifying production logic.

System maps built for crypto complexity

Turn unfamiliar repositories into module maps, transaction flows, and dependency edges without pretending away uncertainty.

Control points with auditable reasoning

See the contracts and functions most likely to control value, access, and state transitions before you touch production code.

Change-scope clues before the PR exists

Start with a target surface and get a likely blast radius across files and modules, plus a shortlist for manual review.

Workflow

GitHub repo URL in, concrete engineering context out.

  1. 1. Intake a public GitHub repository and sample the files most likely to encode core behavior.
  2. 2. Generate protocol hypotheses, module decomposition, and transaction-flow clues.
  3. 3. Surface control points with confidence labels and a validation checkpoint for user correction.
  4. 4. Estimate direct and transitive blast radius for a proposed change target.

Trust model

No black-box certainty where crypto systems are clearly fuzzy.

  • - Confidence is rendered as Low, Medium, or High with supporting reasoning.
  • - Proxy patterns, assembly blocks, and low-level calls are flagged as uncertainty instead of hidden.
  • - The validation checkpoint lets engineers steer the system map before downstream decisions harden.