







For agentic CLIs to succeed over the long run, console sessions need to be quick, responsive and fully interactive. We look at best practices.
david-crespo/ah
A local server and CLI for spinning up UI tools that can talk to a running agent session
Terminal Apps need a DOM | C1
agent-tui runs terminal programs on a PTY and exposes the rendered screen as text or an outline with stable refs. Agents can drive live TUIs, including other AI agents, by snapshotting, pressing keys, and waiting for screen state.

Joshua Gu on Twitter / X
Recent agentic systems (Claude Code, Codex, RLM, etc.) push context out of the prompt and into the environment (e.g., as files). This helps them maintain long-term knowledge about their goals and functionality.🚨 While this is a good idea, we show a surprising result: systems… pic.twitter.com/XHFVaDcr4l— Joshua Gu (@astrogu_) May 20, 2026

New capabilities for building agents on the Anthropic API | Claude
Claude now offers code execution, MCP server connections, file storage, and extended prompt caching through the API—giving developers powerful tools to build agents that analyze data, connect to external systems, and maintain context for longer periods of time.

Agent experience: How to design products that agents can actually use — WorkOS
What engineers and founders need to know about designing APIs, tools, and interfaces for agent-driven workflows


Introducing AgentKit, new Evals, and RFT for agents
Today, we’re releasing new tools to help developers go from prototype to production faster: AgentKit, expanded evals capabilities, and reinforcement fine-tuning for agents.

We won’t need to know
Two states of the agentic workflow: barebones architecture, and problems too complex to scrape.

WeSight - Run CLI Agents from One Desktop App
WeSight is an open-source desktop AI Agent workspace for CLI agents, local runtimes, model providers, permission events, skills, scheduled tasks, memory, and an Obsidian plugin.
LukeW | Agent Management Interface Patterns
As an increasing number of AI applications evolve to agents doing work for people, agent management becomes a critical part of these product's design. How can p...

Find our full research on agentic interfaces here: newpublic.org/afterthefeed
New_ Public | After the Feed
newpublic.org