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Roadmap

Vision: a coding agent understands a TypeScript, JavaScript or PHP repository with fewer tool calls and tokens than with grep and file reads, and gets the answer right.

Metric: per task, tool calls, tokens and correctness with vs without Astrograph (the A/B eval). A feature earns a place here by moving that metric, or by being real pain felt while using the tool. Everything else waits in Later or goes to Not doing.

Budget: indexing time and peak memory on the reference repositories must not regress more than 20% (bun run bench).

Updated at the end of each release. Concrete work items are GitHub issues; this page is direction only.

Now — 0.2.0

At most three items.

  1. Ship the rewrite. Tests green, a week of dogfooding through MCP, merge rewrite into main, tag v0.2.0, publish binaries.
  2. A/B eval. 10–15 real tasks on 2–3 repositories (TS app, TS monorepo, PHP); run an agent with and without the MCP server; record tool calls, tokens and correctness. Its first result decides the order of Next.
  3. Decide the web. Either apps/site stays the only web surface, or the 3D explorer comes back as astrograph web on the new core. Record the outcome in DECISIONS.md.

Next

Ordered; the eval may reorder it.

  • astrograph affected <files…>: changed files → impacted symbols and tests, for CI test selection.
  • Cross-call deduplication of source already sent in a session, if the eval shows repeated code is a large share of tokens (see DECISIONS.md).
  • Search recall in search / context: typo tolerance, kind: / path: filters, better stemming than the current suffix stripping.
  • Resolution gaps seen in real use: object-literal methods (export const api = { get() {} }), module.exports = {…}, calls through generic type parameters.
  • Run bun run bench in CI against pinned public repositories.

Later

  • More languages (Python, Go): grammar + extractor + resolution rules.
  • Lower peak memory (~450 MB on ~4k files), only if it hurts someone.
  • Installer: keep comments in ~/.codex/config.toml (today smol-toml drops them).

Not doing

See DECISIONS.md for the reasoning behind each.

  • A background daemon, file watcher or lock files. Sync-on-query is enough.
  • Running a compiler for type inference. Types come only from what the source declares.
  • Index migrations. The index is a cache; schema changes rebuild it.
  • Storing source code in the index.
  • Stage plans, review logs, handoff documents, or translated doc mirrors in the repository.