{"schema_version":"newruntime-agent-readable-v0.2","type":"raw_signal","stable_id":"signal:github-zapier-automationbench-verification-bandwidth","id":"tg-2242","slug":"github-zapier-automationbench-verification-bandwidth","title":"GitHub / zapier/AutomationBench: Verification Bandwidth","description":"The archive captures GitHub / zapier/AutomationBench as a dated public record from GitHub / zapier/AutomationBench. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as pressure-testing evidence for the verification bandwidth trend.","retrieval_nugget":"The archive captures GitHub / zapier/AutomationBench as a dated public record from GitHub / zapier/AutomationBench. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as pressure-testing evidence for the verification bandwidth trend. This dated record tests the limits of the verification bandwidth thesis by documenting evaluation, review, and observability becoming the bottleneck after generation.","observed_at":"2026-04-26","record_date":"2026-04-26","date_kind":"observed_at","why_it_matters":"This dated record tests the limits of the verification bandwidth thesis by documenting evaluation, review, and observability becoming the bottleneck after generation accelerates. 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":"research","evidence_kind":"primary-source","status":"published","source_platform":"telegram","source_record_id":"TG-2242","source_url":"https://t.me/qwgai/2242","telegram_message_id":2242,"telegram_url":"https://t.me/qwgai/2242","topics":["evals","verification","observability","agent-protocols","mcp","interoperability","agents"],"entities":[],"related_patterns":["verification-bandwidth-is-the-scarce-resource","agent-protocols-become-interoperability-layer","agent-ready-software-exposes-capabilities"],"source_urls":["https://github.com/zapier/AutomationBench","https://zapier.com/benchmarks"],"import_batch":"telegram-2026-07-24-trend-prism-v1","routes":{"html":"https://newruntime.com/signals/github-zapier-automationbench-verification-bandwidth/","markdown":"https://newruntime.com/signals/github-zapier-automationbench-verification-bandwidth.md","json":"https://newruntime.com/signals/github-zapier-automationbench-verification-bandwidth.json"},"source_format":"telegram-export-normalized-json","next_reads":[{"type":"pattern","path":"/patterns/verification-bandwidth-is-the-scarce-resource/","reason":"Pattern connected to this observed signal.","url":"https://newruntime.com/patterns/verification-bandwidth-is-the-scarce-resource/","title":"Verification bandwidth is the scarce engineering resource","media_type":"text/html"},{"type":"pattern","path":"/patterns/agent-protocols-become-interoperability-layer/","reason":"Pattern connected to this observed signal.","url":"https://newruntime.com/patterns/agent-protocols-become-interoperability-layer/","title":"Agent protocols become the interoperability layer","media_type":"text/html"},{"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":"topic","path":"/topics/agent-protocols/","reason":"Explore the agent protocols topic hub.","url":"https://newruntime.com/topics/agent-protocols/","title":"Agent Protocols - New Runtime","media_type":"text/html"},{"type":"topic","path":"/topics/agents/","reason":"Explore the agents topic hub.","url":"https://newruntime.com/topics/agents/","title":"Agents - New Runtime","media_type":"text/html"}]}
