12-Week Roadmap Outlines How Developer Tools Should Use Full Repo Context

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A newly published 12-week Developer Tools and Code Intelligence roadmap lays out a structured approach to building smarter, safer developer tooling. The plan begins with code review, static and dynamic analysis, and testing infrastructure as distinct but complementary evidence sources. A middle phase focuses on repository context, including codebase graphs, blast-radius analysis, and IDE or CLI integration to reflect real workflows. The final phase introduces coding agents, supply-chain health checks, and automated remediation, with an emphasis on transparency around why changes are suggested and how outcomes will be verified. The roadmap argues that effective developer tools must be repository-aware rather than generic, with measurable value and clearly visible limitations.

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