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InfoQ is a technology news and community site covering software development, architecture, and engineering practices via articles and conference coverage.
Grafana Labs proposes turning agent evaluations into SLIs, with a 95% fulfilment target over 30 days leaving a 5% error budget, InfoQ reports. Grafana argues latency and token metrics cannot show an answer was wrong, and budget burn exposes slow drift.
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Chainguard has launched two beta products, Workspaces and Checks, that run coding agents in remote microVMs and move CI into the dev loop. Keeping agents off laptops that hold corporate credentials costs teams a dependency on Chainguard's execution and signing system, InfoQ reported.
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Kilo Code's Brendan O'Leary says its gateway data ties AI coding agent adoption to developer trust. The talk is titled for 25 trillion tokens, he says that figure is not quite right, and the excerpt stops before any usage numbers appear.
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Spring Security 7.1 no longer applies DPoP verification on resource servers automatically, so upgraded apps stop enforcing it until they add .dPoP(). InfoQ's walk-through calls the failure silent and the rest of the upgrade a version bump.
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Shipt shipped its Kits feature in three weeks on a model of three first-class entities, according to an InfoQ write-up. The design rules are specific enough to test against other catalogs, but the text reports no outcome figures.
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Anthropic opened dynamic workflows in Claude Managed Agents on 9 October, letting one run spawn up to 1,000 agents, 64 at a time. The only performance evidence offered is Anthropic's own planted-bug test.
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Attackers are exploiting Zimbra Collaboration Suite flaw CVE-2026-73570, which Synacor fixed quietly in 10.1.20 on July 20 and disclosed on August 13. An upgrade closes the injection path, but a web shell written earlier stays on disk until someone finds it.
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EVE Online runs 100% head-based sampling with no tail sampling, Nicholas Herring said in a talk published by InfoQ. The team blends deterministic and exponential-moving-average sampling to balance trace fidelity against cost.
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Cloudflare's OHTTP Gateway beta will not decrypt requests that arrive from Workers or from hosts proxied through Cloudflare. Anyone adopting it needs a relay hosted by a different operator.
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A Delta Lake benchmark on 50 million records found ZOrder 78% slower than date partitioning on time ranges when date was a secondary key. Its author makes Liquid Clustering the default for diverse or evolving query patterns on the strength of a single benchmark.
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React 19.3 lets a ref attach to a Fragment and returns a FragmentInstance that acts on the group's DOM nodes together, according to a dev.to tutorial. It also needs react-dom 19.3 or later, so the wrapper div can only go once the renderer is upgraded alongside react.
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GitLab 19.4 adds a /goal command to Duo CLI that loops until a second model judges the objective met or an iteration limit hits. The release adds finer AI spend controls and keeps agent actions inside existing project permissions.
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Gremlin has made Foresight AI generally available, an add-on whose agents plan chaos tests, run them, propose fixes and rerun the original test. Every test and every fix still needs an engineer's sign-off, so human review moves to an approval queue.
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Cloudflare put Traces into open beta, turning security rules, cache, routing and origin handling into OpenTelemetry spans with no code to write. From December 1 those spans, and Workers Tracing, are billed per gigabyte, so sampling rates now set the bill.
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Netflix's observability team says tying user experience to system performance at 38 million log events a second is a data engineering problem. Its proposed answer, named in the talk's title, is an ontology-driven end-to-end knowledge graph.
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Spotify's Ads AI multi-agent platform has produced about 20,000 ad creatives for more than 7,000 advertisers, senior engineer Pratik Rasam said. Each agent is its own Bazel package naming the team that reviews its changes and answers its alerts, and other teams can copy that part most easily.
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Cloudflare has fixed a flaw in Containers that let a Workers Paid account read the 60 KiB it had not written inside each 64 KiB disk block it touched. The fleet-wide fix needed no customer configuration changes.
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Envoy Gateway 1.9.1 puts the SDS and RDS initial fetch timeout back to 15 seconds after 1.9.0 set it to zero. Clusters on 1.9.0 have to plan the upgrade around a fast proxy replacement that needs spare capacity and can drop long-lived connections.
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Ian Cooper says event-driven orgs of up to about five teams can manage async APIs on shared knowledge of each other's services. His model for doing it at scale begins with the address, binding and contract each endpoint has to describe to its consumers.
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Griffiths Waite argues in InfoQ that coding agents now make a company-wide UI component package hard to justify. Its plan depends on visual-regression, accessibility and token-conformance tests catching what regenerated code gets wrong.
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Build · September 17, 2026 · One report1 publisher
Build · September 1, 2026 · One report1 publisher