ThinkNext / Products / Cascade
Open source · MIT · alpha · live on PyPI

Meeting in.
Pull request out.

Cascade is an 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.

$ pip install cascade-agent
5
LLM providers
4
VCS providers
8
Languages
~/myrepo
$ cascade prompt "Add /health endpoint"
==> [story-prompt-20260925] Add /health...
plan: 2 file(s) to change
code: 2 file(s) generated
apply: 2 file(s) written
install: ok
test: 43 passed in 0.19s
commit: e4f8a2b1
push: cascade/add-health
pr: #48

// What it does

Three on-ramps, one pipeline.

Most AI tools assume you start by typing into a chat window. Real teams discuss in standups, track in Jira, or hand off a one-liner. Cascade accepts all three and runs the same pipeline through to a PR.

From a meeting

Drop in an mp3. Cascade transcribes, identifies speakers, extracts user stories, and walks you through review before any code gets written.

cascade ingest standup.mp3

From a ticket

Point Cascade at a Jira, Linear, GitHub, GitLab, or Azure Boards ticket. It pulls the requirements and ships a PR with tests.

cascade ticket jira:PROJ-123

From a prompt

Type one line. Get a plan, code, tests, and a PR. Ideal for the small features that pile up on every team's backlog.

cascade prompt "Add /health"

// Why it exists

Most AI dev tools assume your team works like theirs.

You code in their IDE. You pay for their LLM. You host on the VCS they support. You start work by typing into a chat window.

Real teams do not look like that. Some discuss requirements in standups. Some have a corporate Copilot subscription and no Anthropic budget. Some cannot legally send code to a SaaS at all. Some are on GitLab. Some are on Azure DevOps. Some still use Bitbucket.

Cascade was built to meet teams where they already work.

// Bring your stack

Plug into what you already use.

Switch any of these with one config command. No lock-in, no rewrites.

LLMs
Anthropic OpenAI Gemini Claude Code Ollama
Version control
GitHub GitLab Bitbucket Azure DevOps
Issue trackers
GitHub Issues Jira Linear Azure Boards GitLab
Languages
Python TypeScript Go Rust Java Ruby C#

// Try it

Ship your first AI-built PR in ten minutes.

$ pip install cascade-agent

Alpha release. MIT licensed. Built and maintained by ThinkNext.