Agent Evals Become a Discipline Separate from Model Evals
Reliable agents require evaluation of trajectories, tools, state, recovery, and outcomes rather than grading only the final answer.
source-linked1
Raw Signals
Dated, source-linked observations imported from the QWG AI archive.
These are evidence records, not finished editorial conclusions.
Key takeaway
Across 1332 observations, most signals relate to model behavior, evaluation discipline, and real-world agent operations. Strong evidence clusters around tooling, memory, routing, and productized agent execution.
agentscoding agentsagent harnessagent runtimemodelsagent protocols
What this means
Teams are moving from experiments to systems. The emphasis is on verifiable behavior, operational safety, and measurable outcomes—especially in agent memory, evaluation rigor, and forward-deployed engineering.
Filters (current page)
1-10 of 10 matching raw signals on this page
tg-2409 notableresearch
source-linked1tg-2413 notablereleaseAsteroid: 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.
source-linked1tg-2411 notableresearchWalkinglabs / 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.
source-linked1tg-2383 notableoperating-modelChrome Turns Web Development into a Verifiable Agent Loop
Browser guidance, inspection, interaction, and screenshots make frontend work observable enough for agents to test rather than merely generate.
source-linked2tg-2401 notablereleaseClaude for Legal Packages a Legal Team as Plugins
Anthropic's legal repository expresses domain knowledge, procedures, and tools as installable modules for repeatable professional work.
source-linked1tg-2371 notablefield-reportGoogle / 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.
source-linked2tg-2386 notablereleaseGoogle Search Adds Agentic Action to Discovery
Search is extending from retrieval and answers into tasks, tool use, and guided execution inside a familiar high-traffic interface.
source-linked1tg-2392 notablereleaseStitch Evolves from Screen Generator into an AI Design Environment
Stitch combines editable UI, design instructions, reusable skills, and handoff context instead of stopping at attractive screenshots.
source-linked3tg-2362 notabletoolAgentMemory Shares State Across Codex, Claude Code, and Cursor
A common memory layer reduces the cost of switching coding clients and moves context ownership outside any one model interface.
source-linked196084790304833 notabletoolGemini CLI: Transitioning Gemini CLI users to Antigravity CLI We are unifying our efforts around a single...
A public X post from Gemini CLI as a public source in its own right flags Transitioning Gemini CLI users to Antigravity CLI We are unifying our efforts around a single harness and platform, Google Antigravity with four distinct surfaces: • Antigravity 2...
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Primary indexes and programmatic access to this dataset.
Archive contractEnglish normalized copy, Telegram provenance, public sources only