Two MoTacon attendees are on the left. The MoTaacon logo is in the center, and to the right a prompt to Get Your Ticket.

GSD (Get Stuff Done)

GSD (Get Stuff Done) image
Definition: An open-source, spec-driven development system for AI coding agents, focused on context engineering to keep an agent on track across long or multi-session builds. It sits on top of an existing AI coding tool (such as Claude Code) and adds a repeatable phase loop, specialist subagents, and persistent planning artefacts, rather than replacing the editor or assistant.

So what? Long agentic coding sessions tend to suffer from "context rot", where output quality drops as the context window fills with accumulated discussion; GSD is aimed at managing that so work stays reliable over time.

Example: Running planning and execution steps through fresh-context subagents, with state files that persist across a context reset so the agent does not lose track of requirements partway through a build.
Explore MoT
Orchestrating Functional Quality at AI Speed image
See how agentic testing workflows help teams deliver faster without sacrificing quality.
MoT Software Testing Essentials Certificate image
Boost your career in software testing with the MoT Software Testing Essentials Certificate. Learn essential skills, from basic testing techniques to advanced risk analysis, crafted by industry experts.
This Week in Quality image
Debrief the week in Quality via a community radio show hosted by Simon Tomes and members of the community
Subscribe to our newsletter