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Open-source AI tools, shipped by ThinkNext.

Every project here is open source, MIT licensed, self-hosted, and built to solve a real problem we hit on client work, and we dogfood them before asking anyone else to. Together they form a complete agentic SDLC stack: Cascade (meeting to PR), Relay (issue to PR), Tribune (PR review), Sentinel (URL to test report), and Beacon (production errors to triaged issues).

Cascade

flagship beta · 0.1.0

Open-source AI agent that takes a meeting recording, a tracker ticket, or a one-line prompt and ships a tested pull request. Self-hosted, your LLM key, your code never leaves your org.

5 LLMs4 VCS8 languages401 testsMIT
$ pip install cascade-agent
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Relay

beta · 0.1.0

Autonomous AI agent that turns labeled issues into tested pull requests, running in your existing CI. The hands-off cousin of Cascade for well-scoped backlog work. Local CLI ships today; GitHub Actions in v0.1.1; GitLab CI + Bitbucket in v0.2; Azure Pipelines in v0.3.

label-triggeredruns in YOUR CIself-hosted5 LLMsMIT
$ pip install relay-agent
View on GitHub

Sentinel

beta · 0.1.x

AI-driven functional testing agent. Point it at a URL and it explores the app, generates a focused Playwright test plan, runs it in fresh browser sessions, and reports failed scenarios, visual regressions, accessibility violations, and REST API contract findings. Self-healing on failed steps.

Playwrightvisual regressionaxe-core a11yREST API testsself-healingMIT
$ pip install sentinel-agent
View on GitHub

Tribune

alpha · 0.1.0a1

AI code/PR review agent. Point it at a pull request URL: it fetches the diff, asks your LLM to review it, and posts inline comments and a verdict back to the PR. Multi-VCS (GitHub + GitLab today; Bitbucket + Azure DevOps next). Self-hosted, BYO LLM key, source never leaves your network.

GitHub + GitLabinline + summary5 LLMsself-hostedMIT
$ pip install tribune-agent
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Beacon

alpha · 0.1.0a1

Production-to-dev bridge. Pipe JSON-lines log events in (Sentry, Datadog, OpenTelemetry, app logs): Beacon clusters them by stack signature, asks your LLM to summarize each cluster, and files or updates one issue per cluster on GitHub or GitLab. Optional --relay-label hands well-scoped issues to Relay for an autonomous fix PR.

stdin / JSONLstack clusteringissue dedupRelay handoffMIT
$ pip install beacon-agent
View on GitHub
More on the way

More projects in the pipeline. Want a heads-up when they ship? Drop us a line.