Tech
How TokenCap Turns Scattered TODO Comments into an Actionable Debt Ledger
Almost every production codebase is littered with comments like // TODO: handle error retry or // FIXME: memory leak under load . Over time, they become invisible noise.
In TokenCap, we built src/debt/ledger.js to catalog and prioritize technical debt automatically.
How the Debt Ledger Operates
Tokenizer Scan: Scans source lines for standard debt prefixes ( TODO , FIXME , HACK , DEBT , OPTIMIZE ).
Git Metadata Anchoring: Runs local git blame to capture the origina...
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