ROADMAP
What we're building into Swamp this quarter. The four themes hold steady from quarter to quarter, and the work inside them changes as we hear from you.
FOUR THEMES
Every item on the roadmap serves one of these.
10 Minutes to Wow
Get a useful result in minutes, inside the agent harness you already use.
The Whole Organization
Share dependable results across teams, in the chat, security and cloud tools they run.
Ship the Whole Agent
Package a complete, working agent that someone else can install and run.
Swamp-Powered Business
See how we run our own company on Swamp, and reuse the patterns that work.
Q4 2026
These are the major initiatives for the quarter. They connect Swamp to the places your team already works, make agent runs explainable, and turn a working agent into something you can hand to someone else. They aren't everything we ship: fixes, improvements and work raised in the Lab land every week alongside them.
Your harness, configured your way
Choose the agent tool you already use when you run
swamp repo initorswamp start, and Swamp sets it up for you.- Add your preferred agent tool as an integration. It appears as a setup choice, and Swamp writes the instructions, skills and hooks that tool needs to work in your repo.
Explainable agent runs
Swamp's audit trail reads as a plain-language account of what an agent did and why.
- Open one agent run and follow what it tried, which Swamp actions it took, where a person stepped in, and what result it reached.
Swamp in Slack, Discord, Signal and the other tools your business uses
Ask Swamp for work from the chat channel where it was requested, and get the answer there.
- Ask for an automation or its status in a channel, get a useful reply in the thread, and follow the resulting run without opening a terminal.
Custom SIEM integrations
Send Swamp audit events to your security team's SIEM. One integration ships supported; build an adapter for any other.
- Connect audit events to the supported SIEM out of the box, or write an adapter for your own destination with the same extension mechanism.
Bootstrap Swamp on more providers
Repeatable bootstrap paths bring up
swamp serveon more cloud providers and sandboxes.- Pick a supported cloud or sandbox target and bring up a configured Swamp server there, ready for remote work.
Complete agent packages
One distributable unit holds an agent's behaviors, workflows, extensions and the instructions for how it runs.
- Bundle an agent once. Someone else installs the package and gets the working capability, without rebuilding its setup by hand.
Replace our use of GitHub Actions with Swamp
We move our own testing and releases off GitHub Actions and onto Swamp workflows. Swamp Club already deploys and runs its issue lifecycle this way.
- The Swamp workflows that replace our GitHub Actions pipelines, published as patterns you can read and adapt for your own CI and releases.
And many other features
The initiatives above are the big bets. Alongside them we keep shipping the steady work that makes Swamp better day to day.
- Bug fixes and issues you raise in the Lab
- New and improved extensions
- Performance, reliability and security work
- Manual, tutorial and onboarding updates
SHAPE WHAT COMES NEXT
Want to help shape Swamp? Tell us what would make Swamp work for your team, or vote on what's already been asked for, in the Lab.