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?
Goodfoot
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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.
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Which Passages the Reviewer Chose
An AI assistant can read every sentence and still miss a reviewer's selection. Highlighted documents reveal why carrying that choice into a revision is different from asking a model what it considers important.
What an Agent Failure Story Is Good For
Before you hand work to an AI agent, whose experience should guide you? A complaint can raise an important concern while leaving you to decide what it means for the task you have in mind.
Choosing What to Practise With an AI Partner
When you ask AI to rehearse a conversation, what should become easier afterward? Choosing a precise goal changes what you practise, what help you keep and what would count as progress beyond the session.
When One Command Becomes a Standing Permission
Saving a coding agent’s command permission can keep work moving. But what should that permission cover tomorrow, when the rule may outlast the task and the reason that made the command useful today?
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.