
13.5 Million Copilot Sessions: What Production Coding Agent Traffic Actually Looks Like
Copilot traces from 3.2M users and 761M LLM calls: 87% of calls are agent-initiated, KV cache hits drop at turn boundaries, tool failures multiply compute.
424 articles - page 14 of 36

Copilot traces from 3.2M users and 761M LLM calls: 87% of calls are agent-initiated, KV cache hits drop at turn boundaries, tool failures multiply compute.

Dictate prompts to a coding agent with Wispr Flow: hotkeys, dictionary, snippets, and Command Mode for a hands-free OpenCode session in seven runnable steps.

Workers RPC now bridges Python and JavaScript, passing live objects, functions and streams between Workers with no schemas and no serialization code.

How OpenAI built GPT-Live: a full-duplex voice model with no turn detector, Go on the media path, stateful handoffs, and the new WARP WebRTC transport.

StateAct, from Salesforce AI Research, argues computer-use agents should inspect files, DOM and saved outputs through code, using screenshots only when needed.

The LLM judge is leaving the agent loop: evidence gates, verifiable rewards and deploy-time certificates replace verdicts with structure. Here is our bet.

Auto-narrated changelog videos in one hour: a coding agent scripts from git history, Screen Studio records the demo, and Descript narrates and edits it.

Qwen-UI-Agent, Alibaba's GUI agent report, reads best as a product spec: mobile, desktop, browser, CLI and DeepSearch combined in one stateful agent runtime.

Stateless MCP: the 2026-07-28 spec drops sessions, so every request is one self-contained POST. What changed and a Bun + Hono pattern for many servers.

Agent benchmark noise is being fixed by architecture - ledgers, counterfactuals, decomposition, personas, readout discipline - not by smarter judges.

Vercel MCP now serves the stateless 2026-07-28 spec and the 2025 protocol from one endpoint via mcp-handler 2.x. What it means for server authors and clients.

Agent benchmarks are noisier than their scores admit: audits found misaligned ground truth, lenient model judges and scalars that hide failures. What to trust.
Showing 157-168 of 423 articles

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