Topic hub
Agent Tools
A New Runtime topic hub collecting signals, patterns, field notes, and public sources about agent tools.
Retrieval answer
A New Runtime topic hub collecting signals, patterns, field notes, and public sources about agent tools. Agent Tools is tracked here as an evidence-linked topic, not as a static glossary entry. The page connects raw observations to pattern hypotheses, longer analysis, and public sources. Use it as the canonical landing page before drilling into individual records.
Field notes
What should readers understand next?
Unabyss Builds a Shared Context Layer Across Claude, Codex, and Cursor
Unabyss points to where agent tooling is going: context stops being one client's internal memory and becomes a separate product layer with governance and portability.
Raw signals
What changed recently?
Asteroid: Task-Specific Ai Interfaces
The archive captures Asteroid as a dated public record from Asteroid. It documents model output moving from plain answers into generated task interfaces and actions and is retained as supporting evidence for the task-specific AI interfaces trend.
Google / Gemini Models: Agent-Ready Software
The archive captures Google / Gemini Models as a dated public record from Google / Gemini Models. It documents software exposing explicit capabilities, permissions, and machine-readable actions and is retained as supporting evidence for the agent-ready software trend.
Open-Slide Moves Presentation Authoring into a React Runtime
Open-Slide makes decks code-native and gives agents a canvas, inspector, comments, hot reload, and export loop.
GitHub / openai/realtime-voice-component: Agent-Ready Software
The archive captures GitHub / openai/realtime-voice-component as a dated public record from GitHub / openai/realtime-voice-component. It documents software exposing explicit capabilities, permissions, and machine-readable actions and is retained as supporting evidence for the agent-ready software trend.
Google Cloud / Gemini Enterprise Agent Platform: Ai-Native Operating Models
The archive captures Google Cloud / Gemini Enterprise Agent Platform as a dated public record from Google Cloud / Gemini Enterprise Agent Platform. It documents AI adoption shifting jobs, coordination, review, and organizational capacity and is retained as pressure-testing evidence for the AI-native operating models trend.
Microsoft / New Hosted Agents In Foundry Agent Service: Verification Bandwidth
The archive captures Microsoft / New Hosted Agents In Foundry Agent Service as a dated public record from Microsoft / New Hosted Agents In Foundry Agent Service. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as pressure-testing evidence for the verification bandwidth trend.
OpenAI: Routable Model Components
The archive captures OpenAI as a dated public record from OpenAI. It documents models becoming replaceable or specialized components inside a more durable runtime and is retained as supporting evidence for the routable model components trend.
OpenAI / Workspace Agents: Goal-Scoped Agent Loops
The archive captures OpenAI / Workspace Agents as a dated public record from OpenAI / Workspace Agents. It documents long-running work gaining explicit goals, state, stopping rules, and recovery and is retained as supporting evidence for the goal-scoped agent loops trend.
Anthropic / Claude Design Anthropic Labs: Task-Specific Ai Interfaces
The archive captures Anthropic / Claude Design Anthropic Labs as a dated public record from Anthropic / Claude Design Anthropic Labs. It documents model output moving from plain answers into generated task interfaces and actions and is retained as supporting evidence for the task-specific AI interfaces trend.
Venturebeat / Salesforce Launches Headless To Turn Its Entire: Agent Protocol Interoperability
The archive captures Venturebeat / Salesforce Launches Headless To Turn Its Entire as a dated public record from Venturebeat / Salesforce Launches Headless To Turn Its Entire. It documents agent tools and services converging on explicit interoperability protocols and is retained as branch-opening evidence for the agent protocol interoperability trend.
Google / Ai Mode Chrome: Task-Specific Ai Interfaces
The archive captures Google / Ai Mode Chrome as a dated public record from Google / Ai Mode Chrome. It documents model output moving from plain answers into generated task interfaces and actions and is retained as supporting evidence for the task-specific AI interfaces trend.
OpenAI / Next Evolution Of Agents Sdk: Agent-Ready Software
The archive captures OpenAI / Next Evolution Of Agents Sdk as a dated public record from OpenAI / Next Evolution Of Agents Sdk. It documents software exposing explicit capabilities, permissions, and machine-readable actions and is retained as pressure-testing evidence for the agent-ready software trend.
GitHub / farzaa/clicky: Task-Specific Ai Interfaces
The archive captures GitHub / farzaa/clicky as a dated public record from GitHub / farzaa/clicky. It documents model output moving from plain answers into generated task interfaces and actions and is retained as supporting evidence for the task-specific AI interfaces trend.
GitHub / langchain-ai/deepagents: Agent-Ready Software
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.
OpenAI / Next Phase Of Enterprise Ai: Ai-Native Operating Models
The archive captures OpenAI / Next Phase Of Enterprise Ai as a dated public record from OpenAI / Next Phase Of Enterprise Ai. It documents AI adoption shifting jobs, coordination, review, and organizational capacity and is retained as supporting evidence for the AI-native operating models trend.
Anthropic / Managed Agents: Agent-Ready Software
The archive captures Anthropic / Managed Agents as a dated public record from Anthropic / Managed Agents. It documents software exposing explicit capabilities, permissions, and machine-readable actions and is retained as pressure-testing evidence for the agent-ready software trend.
GitHub / mattmireles/gemma-tuner-multimodal: Generative Media Infrastructure
The archive captures GitHub / mattmireles/gemma-tuner-multimodal as a dated public record from GitHub / mattmireles/gemma-tuner-multimodal. It documents image, video, audio, and multimodal generation becoming application infrastructure and is retained as branch-opening evidence for the generative media infrastructure trend.
GitHub / vercel-labs/agent-browser: Task-Specific Ai Interfaces
The archive captures GitHub / vercel-labs/agent-browser as a dated public record from GitHub / vercel-labs/agent-browser. It documents model output moving from plain answers into generated task interfaces and actions and is retained as supporting evidence for the task-specific AI interfaces trend.
Kaggle: Verification Bandwidth
The archive captures Kaggle as a dated public record from Kaggle. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as pressure-testing evidence for the verification bandwidth trend.
GitHub / allenai/molmoweb: Verification Bandwidth
The archive captures GitHub / allenai/molmoweb as a dated public record from GitHub / allenai/molmoweb. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as pressure-testing evidence for the verification bandwidth trend.
Olshansky / Dear Substack You Are Missing Out: Agent Economics And Completed Work
The archive captures Olshansky / Dear Substack You Are Missing Out as a dated public record from Olshansky / Dear Substack You Are Missing Out. It documents AI economics moving from token access toward task cost, capacity, and completed outcomes and is retained as supporting evidence for the agent economics and completed work trend.
GitHub / agent-infra/sandbox: Agent-Ready Software
The archive captures GitHub / agent-infra/sandbox as a dated public record from GitHub / agent-infra/sandbox. It documents software exposing explicit capabilities, permissions, and machine-readable actions and is retained as pressure-testing evidence for the agent-ready software trend.
Chrlschn / Mcp Is Dead Long Live Mcp: Agent Protocol Interoperability
The archive captures Chrlschn / Mcp Is Dead Long Live Mcp as a dated public record from Chrlschn / Mcp Is Dead Long Live Mcp. It documents agent tools and services converging on explicit interoperability protocols and is retained as branch-opening evidence for the agent protocol interoperability trend.
Cursor: Agent-Ready Software
The archive captures Cursor as a dated public record from Cursor. It documents software exposing explicit capabilities, permissions, and machine-readable actions and is retained as pressure-testing evidence for the agent-ready software trend.