Roadmap

ContextPool is actively developed. Here's what's coming.

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Near-Term

Semantic Search

search_context currently does keyword matching. The next release adds vector embeddings so you can search by meaning — "how did we handle rate limiting?" — and get relevant results even when the exact words don't match.

Auto-Indexing Hooks

Configure cxp to automatically index new sessions when your IDE closes or a git commit is made. Today you rely on the MCP tool being called by your agent, or you run cxp init manually.

VS Code Extension

A native sidebar panel for browsing and searching your ContextPool/ summaries without needing an AI agent. Useful for reviewing past decisions and bugs directly in the editor.

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Medium-Term

Web Dashboard

The web dashboard is live at contextpool.io. Sign in with GitHub to create a team, manage members, and view team insights. Billing and subscription management are available in the dashboard.

More IDE Sources

Planned support for:

• JetBrains AI Assistant — IntelliJ, WebStorm, PyCharm

• GitHub Copilot Chat — VS Code Copilot session storage

• Zed AI — Zed editor agent transcripts

Custom Extraction Prompts

Configure the summarization prompt per-project or per-team — focus on security insights, infrastructure decisions, a specific tech stack, or your team's conventions.

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Longer-Term

Summary Deduplication

Detect near-duplicate insights across sessions (the same bug fixed twice, the same decision revisited) and merge or flag them, keeping the index clean over time.

GitHub Actions Integration

A CI action that runs cxp export on push, automatically keeping team summaries current without anyone needing to remember to cxp push.

Insight Aging

Surface recently-added insights more prominently, and flag insights that might be stale based on related code changes in git history.

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Suggest a Feature

Open an issue at github.com/syv-labs/cxp. The roadmap is driven by what engineers actually need — if something's blocking you, say so.