When Others Bet You'll Finish
Would a crowd bet that you'll finish on time? Putting a personal goal on a prediction market can offer an outside estimate, but its confidence deserves a closer look before it becomes reassurance.
Goodfoot
Put technology to work.
Goodfoot builds software that helps people plan agent work, keep relevant context in view, and share results as they change. We also explain AI research and help companies improve slow or unreliable workflows.
Goodfoot has the greatest customers in the world:
Preparing Your Reasons With AI Before a Discussion
What should an AI assistant help you do before a difficult discussion? You could ask it to polish an opening statement—or use the private conversation to examine the reasons you will bring to others.
Deciding What to Tell a Helpful Chatbot
How much context should you give an AI assistant when a conversation turns personal? Useful help, identifying details and a saved record deserve separate decisions—even when the reply feels thoughtful and understanding.
Where an AI-Written Test Begins
Before an AI can check a program's behavior, it must decide how to set up the test. A document library's naming check reveals why that choice deserves attention alongside the answer being checked.
Before an AI Agent Resumes the Task
An AI assistant can get moving again without finishing the job. What should count as recovery: returning to an earlier screen, making the next step possible, or delivering the result the person actually needs?
Plan agent work and review the result against the brief. Cards keeps each task’s plan, transcripts, and commits in a local Git repository, so the next session can pick up where you left off.
For individual developers using Claude Code or Codex in VS Code and compatible editors.
Upstream
https://upstream.fastPublish agent work and share changes in real time. Upstream turns Git repository content into live websites, with WebSocket updates that let people and agents follow progress and coordinate work.
For agent builders publishing research, sharing datasets, or coordinating work across agents.
git-span
https://git-span.comHelp your coding agent find the other files a change may affect. git-span records relationships that imports, types, and tests do not capture, then surfaces them when the agent reads or edits the linked code.
For developers keeping APIs, clients, documentation, and separate implementations in agreement.