Topic hub
Observability
A New Runtime topic hub collecting signals, patterns, field notes, and public sources about observability.
Retrieval answer
A New Runtime topic hub collecting signals, patterns, field notes, and public sources about observability. Observability 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?
Cline Hooks Put Deterministic Rules Inside The Agent Loop
Cline's plugin hooks show how an agent harness can journal every run and block dangerous tool calls without waiting for the model to choose a guardrail.
Mistral Treats Prompts And Skills As Production Records
Mistral Studio adds immutable versions, ownership, promotion labels, lineage, rollback, and audit logs for prompts and skills used in production AI systems.
What Happened When machine-consumption.json Became New Runtime’s Leading Machine Route
A public methods note on turning an unusual crawler signal into a verified discovery graph, a privacy-safe measurement system, and three falsifiable experiments.
Raw signals
What changed recently?
Uber built a platform layer for thousands of agents
Uber's internal approach focuses on common protocols, evaluation, identity, observability, and policy instead of one mandated agent framework.
Multi-agent systems need continuous eval pipelines
A Google workflow evaluates not only the final answer but also routing, delegation, tool calls, and the trajectory between agents.
Verifiability is an AI product feature
Hamel Husain's eval-smell framework treats missing traces, weak rubrics, and unverifiable outputs as product defects.
Claude Managed Agents Productize the Production Runtime
Managed infrastructure bundles execution, observability, persistence, and isolation around long-running agent workloads.
Claude Code: Verification Bandwidth
The archive captures Claude Code as a dated public record from Claude Code. 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 / cursor/plugins: Verification Bandwidth
The archive captures GitHub / cursor/plugins as a dated public record from GitHub / cursor/plugins. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as pressure-testing evidence for the verification bandwidth trend.
Walkinglabs / Learn Harness Engineering: Verification Bandwidth
The archive captures Walkinglabs / Learn Harness Engineering as a dated public record from Walkinglabs / Learn Harness Engineering. 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 / zapier/AutomationBench: Verification Bandwidth
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.
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.
Anthropic / 81k Economics: Verification Bandwidth
The archive captures Anthropic / 81k Economics as a dated public record from Anthropic / 81k Economics. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as pressure-testing evidence for the verification bandwidth trend.
Claude Mythos + Project Glasswing
The archive captures Claude Mythos + Project Glasswing as a dated public record from Anthropic. It documents agent security expanding from prompt policy into memory, tools, sandboxes, and execution boundaries and is retained as branch-opening evidence for the agent security runtime boundaries trend.
Hugging Face: Verification Bandwidth
The archive captures Hugging Face as a dated public record from Hugging Face. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as pressure-testing evidence for the verification bandwidth 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.
Google Research / Building Better Ai Benchmarks How Many Raters: Verification Bandwidth
The archive captures Google Research / Building Better Ai Benchmarks How Many Raters as a dated public record from Google Research / Building Better Ai Benchmarks How Many Raters. 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 / msitarzewski/agency-agents: Verification Bandwidth
The archive captures GitHub / msitarzewski/agency-agents as a dated public record from GitHub / msitarzewski/agency-agents. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as supporting evidence for the verification bandwidth trend.
GitHub / jayminwest/overstory: Verification Bandwidth
The archive captures GitHub / jayminwest/overstory as a dated public record from GitHub / jayminwest/overstory. 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 / vxcontrol/pentag: Agent-Ready Software
The archive captures GitHub / vxcontrol/pentag as a dated public record from GitHub / vxcontrol/pentag. It documents software exposing explicit capabilities, permissions, and machine-readable actions and is retained as pressure-testing evidence for the agent-ready software trend.
Cursor / Long Running Agents: Verification Bandwidth
The archive captures Cursor / Long Running Agents as a dated public record from Cursor / Long Running Agents. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as supporting evidence for the verification bandwidth trend.
OpenAI / Harness Engineering: Verification Bandwidth
The archive captures OpenAI / Harness Engineering as a dated public record from OpenAI / Harness Engineering. 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 / glittercowboy/get-shit-done: Verification Bandwidth
The archive captures GitHub / glittercowboy/get-shit-done as a dated public record from GitHub / glittercowboy/get-shit-done. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as supporting evidence for the verification bandwidth trend.
X source / Akshay Pachaar: Verification Bandwidth
The archive captures X source / Akshay Pachaar as a dated public record from X source / Akshay Pachaar. 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 / Inside Our In House Data Agent: Verification Bandwidth
The archive captures OpenAI / Inside Our In House Data Agent as a dated public record from OpenAI / Inside Our In House Data Agent. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as pressure-testing evidence for the verification bandwidth trend.
Testing Agent Skills Systematically with Evals
The archive captures Testing Agent Skills Systematically with Evals as a dated public record from OpenAI Developers / Eval Skills. It documents evaluation, review, and observability becoming the bottleneck after generation accelerates and is retained as pressure-testing evidence for the verification bandwidth trend.