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Developer ToolsScalingSoftware

CodeHarborThis project has been verified

AI pair-programmer that actually understands 40-year-old COBOL.

Target raise$850,000

$850,000 raised so far, confirmed by both parties (100%)

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Details

Category
Developer Tools
IP type
Software
Stage
Scaling
Ask type
Fixed amount
Listed
Sep 16, 2026
Views
1

Description

CodeHarbor is an AI coding assistant purpose-built for mainframe modernization: it reads COBOL, PL/I, and JCL alongside a codebase's actual runtime behavior, then proposes safe, incremental migrations to modern languages without breaking decades of untested business logic. Banks and insurers use it to cut migration timelines from years to months.

Problem

Trillions of dollars in financial infrastructure still runs on COBOL, and the engineers who understand it are retiring faster than anyone is replacing them.

Solution

A static-and-dynamic analysis engine plus an LLM fine-tuned specifically on mainframe languages, producing verified, test-backed migration diffs instead of risky rewrites.

Target market

Banks, insurers, and government agencies with large legacy COBOL estates.

Business model

Enterprise SaaS, priced per line of code under management, with an annual support contract.

Investments

  • James Whitfield invested $350,000

    8% equity, board observer seat

  • Yuki Tanaka invested $250,000

    6% equity

  • Helena Voss invested $250,000

    6% equity

Discussion (2)

James Whitfield

Ran this against a real core-banking COBOL estate in diligence, and the migration diffs were genuinely usable, not just plausible-looking.

Yuki Tanaka

The kind of unglamorous problem that's actually worth a lot of money to solve well.

Priya NakamuraVerified account

Innovator·🇯🇵 Japan

Ex-infra lead, now building developer tools full time.