{"schema_version":"newruntime-agent-readable-v0.2","type":"raw_signal","stable_id":"signal:github-langchain-ai-deepagents-agent-ready-software","id":"tg-748","slug":"github-langchain-ai-deepagents-agent-ready-software","title":"GitHub / langchain-ai/deepagents: Agent-Ready Software","description":"The archive captures GitHub / langchain-ai/deepagents as a dated public record from GitHub / langchain-ai/deepagents. It documents software exposing explicit capabilities, permissions, and machine-readable actions and is retained as pressure-testing evidence for the agent-ready software trend.","retrieval_nugget":"The archive captures GitHub / langchain-ai/deepagents as a dated public record from GitHub / langchain-ai/deepagents. It documents software exposing explicit capabilities, permissions, and machine-readable actions and is retained as pressure-testing evidence for the agent-ready software trend. This dated record tests the limits of the agent-ready software thesis by documenting software exposing explicit capabilities, permissions, and machine-readable actions.","observed_at":"2025-11-13","record_date":"2025-11-13","date_kind":"observed_at","why_it_matters":"This dated record tests the limits of the agent-ready software thesis by documenting software exposing explicit capabilities, permissions, and machine-readable actions. It keeps the trend review tied to public evidence instead of treating the item as an isolated release note.","novelty":"notable","verification_level":"source-linked","signal_type":"tool","evidence_kind":"primary-source","status":"published","source_platform":"telegram","source_record_id":"TG-748","source_url":"https://t.me/qwgai/748","telegram_message_id":748,"telegram_url":"https://t.me/qwgai/748","topics":["agents","agent-tools","agent-runtime","agent-interfaces","generative-ui","computer-use","agent-memory"],"entities":[],"related_patterns":["agent-ready-software-exposes-capabilities","model-answers-become-task-interfaces","company-memory-needs-write-loops"],"source_urls":["https://github.com/langchain-ai/deepagents","https://blog.langchain.com/execute-code-with-sandboxes-for-deepagents","https://youtube.com/watch?v=CejntUP3muU"],"import_batch":"telegram-2026-07-24-trend-prism-v1","routes":{"html":"https://newruntime.com/signals/github-langchain-ai-deepagents-agent-ready-software/","markdown":"https://newruntime.com/signals/github-langchain-ai-deepagents-agent-ready-software.md","json":"https://newruntime.com/signals/github-langchain-ai-deepagents-agent-ready-software.json"},"source_format":"telegram-export-normalized-json","next_reads":[{"type":"pattern","path":"/patterns/agent-ready-software-exposes-capabilities/","reason":"Pattern connected to this observed signal.","url":"https://newruntime.com/patterns/agent-ready-software-exposes-capabilities/","title":"Agent-ready software exposes capabilities","media_type":"text/html"},{"type":"pattern","path":"/patterns/model-answers-become-task-interfaces/","reason":"Pattern connected to this observed signal.","url":"https://newruntime.com/patterns/model-answers-become-task-interfaces/","title":"Model answers become task interfaces","media_type":"text/html"},{"type":"pattern","path":"/patterns/company-memory-needs-write-loops/","reason":"Pattern connected to this observed signal.","url":"https://newruntime.com/patterns/company-memory-needs-write-loops/","title":"Company memory needs write and correction loops","media_type":"text/html"},{"type":"topic","path":"/topics/agent-interfaces/","reason":"Explore the agent interfaces topic hub.","url":"https://newruntime.com/topics/agent-interfaces/","title":"Agent Interfaces - New Runtime","media_type":"text/html"},{"type":"topic","path":"/topics/agent-memory/","reason":"Explore the agent memory topic hub.","url":"https://newruntime.com/topics/agent-memory/","title":"Agent memory - New Runtime","media_type":"text/html"}]}