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135 results for “Trace a slow request” · 97–108
News · AI in production ·
SWE-Serve checks coding-agent patches through a running SGLang server. In NVIDIA’s experiment, adding live-serving checks reduced the pass rate for the same patches.
Read news: SWE-Serve tests coding agents through live inferenceNews · AI in production ·
Antigravity’s SDK supports Gemma through LiteRT and compatible local model servers. A hybrid cloud planner offers another arrangement, with filenames and task descriptions sent off-device.
Read news: Antigravity brings local models to its agent SDKGuide · AI in production ·
An unchanged prompt prefix can reuse model computation. A worked handoff comparison and Python calculator account for cache charges, retries and the reports reviewers accept.
Read guide: What prompt caching saves in an incident-handoff workflowNews · AI in production ·
GPT-6 Sol and Luna combine lower token rates with cache-write and cache-read pricing. A repeated prompt can cost less even though its first cached write carries a premium.
Read news: GPT-6 Sol and Luna change the agent cost calculationNews · Platform engineering ·
The alliance supports storage, generation and flexible AI workloads as ways to change grid demand. For a scheduled evaluation, a safe pause can still miss the deadline the job serves.
Read news: AI energy alliance backs data centers that can vary grid demandNews · AI in production ·
Claude’s on-demand compaction lets an application replace older conversation history with a signed summary. A conditional restart shows why the summary must preserve relationships between instructions.
Read news: Claude adds on-demand compaction for long-running agentsNews · AI in production ·
Claude Enterprise’s Compliance API beta now includes Chrome-session transcripts. Tool exchanges help locate an attempted action; the destination’s records establish whether it took effect.
Read news: Claude’s Chrome transcripts enter the enterprise audit trailGuide · AI in production ·
Herdr combines agent status, terminal panes and session recovery. Its server architecture explains what continues after a disconnect and what a restart restores.
Read guide: Herdr brings coding-agent sessions into one terminalCommentary · Incident response ·
MTTD stops at discovery. An incident timeline shows whether the remaining wait comes from routing, access, investigation or recovery.
Read commentary: What MTTD misses between the alert and the responseCommentary · AI in production ·
Version checks, durable operation records and independent service checks give a production agent a recovery path when approval or execution becomes uncertain.
Read commentary: How production agents handle stale approvals and uncertain writesExplainer · AI in production ·
A short answer can conceal document retrieval, repeated context and retries. Task-level accounting connects those costs to the work the answer actually saves.
Read explainer: Where an AI task’s tokens, time and cost goGuide · AI in production ·
Conflicting restart instructions show where a source-backed notebook helps: finding the relevant passages, dates and exceptions for the runbook owner.
Read guide: Comparing incident sources with NotebookLM