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.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap0
- Incentives
- Insufficient
- Confidence60
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.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+10
- Incentives20
- Confidence55
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.
Reality
- Evidence30
- Adoption
- Insufficient
- Hype gap+20
- Incentives
- Insufficient
- Confidence35
Disabling TLS 1.2 on public ingress failed Route 53 HTTPS health checks and cut traffic to a healthy region, according to an InfoQ case study. The fault sat in the control plane that decides where traffic goes, where no in-region dashboard could see it.
Reality
- Evidence35
- Adoption
- Insufficient
- Hype gap+15
- Incentives
- Insufficient
- Confidence40
Microsoft made Azure Container Apps Express generally available on a sandbox layer that starts isolated microVMs from prewarmed pools in under a second. The agent-oriented engineering sits in that layer, while Express on top keeps a narrow slice of Container Apps features.
Reality
- Evidence55
- Adoption30
- Hype gap+15
- Incentives55
- Confidence60
Mallika Rao argues in an InfoQ presentation that production recommenders get hard at the boundaries of a six-stage request loop. Her case rests on years of practice. It shows teams where to look but does not measure how engineering effort should be split.
Reality
- Evidence25
- Adoption
- Insufficient
- Hype gap+15
- Incentives
- Insufficient
- Confidence60
Cloudflare moved its main blog from WordPress to EmDash, its own TypeScript CMS, on a Worker stack tested to 7,000 requests per second. The test ran on a cached blog built from Cloudflare services, so the figure carries over only to sites whose pages cache as well.
Reality
- Evidence35
- Adoption10
- Hype gap+30
- Incentives70
- Confidence45
InfoQ's agent harness guide lists 12 capabilities in two halves and says AWS AgentCore and a self-run LangChain stack on Kubernetes supply the same ones. That leaves operator, cost and portability as the choice, on evidence from one agent built both ways.
Reality
- Evidence30
- Adoption
- Insufficient
- Hype gap+15
- Incentives
- Insufficient
- Confidence35
Jim Gough says the protocol part of MCP does little beyond client-server exchange, so the year of work at Morgan Stanley went into an architecture-as-code path that has put more than 110 APIs into production.
Reality
- Evidence38
- Adoption45
- Hype gap+5
- Incentives60
- Confidence45
An InfoQ account of a multi-CDN edge platform describes splitting one Cloudflare Worker into a gateway plus feature workers over service bindings, after the shared script tied every team's cadence to the slowest change in flight.
Reality
- Evidence35
- Adoption25
- Hype gap+20
- Incentives40
- Confidence55
Vinoth Govindarajan of OpenAI opens an InfoQ talk with a screenshot where the reply looked healthy and the persistent path never recorded the turn. He argues production agents need one state owner, one commit path and a receipt.
Reality
- Evidence46
- Adoption18
- Hype gap+8
- Incentives35
- Confidence55
An InfoQ pattern piece puts consent, fatigue, channel sensitivity and cost inside the ranking path, with five trust actions that adjust a candidate's score and a response payload naming the tier and the rules behind it.
Reality
- Evidence34
- Adoption
- Insufficient
- Hype gap+20
- Incentives45
- Confidence58
Ajay Prakash's InfoQ talk walks a pager alert through logs, a downstream service and a buggy pull request. Each hop in that path depends on debugging instructions another team at LinkedIn wrote down.
Reality
- Evidence44
- Adoption57
- Hype gap+22
- Incentives41
- Confidence56
An InfoQ field report from a high-concurrency face verification build says an asynchronous, layered design held end-to-end p99 under 1.8 seconds at a peak of 8,500 requests a minute. The figures come from a single deployment.
Reality
- Evidence32
- Adoption28
- Hype gap+32
- Incentives
- Insufficient
- Confidence36
At KubeCon Europe, Whitney Lee and Viktor Farcic argued the developer's front door is now an agent. What follows is continuous ingestion over Git and Slack, plus a per-tool policy on what the agent may run without asking.
Reality
- Evidence48
- Adoption
- Insufficient
- Hype gap+22
- Incentives
- Insufficient
- Confidence57
Vanessa Huerta Granda, who leads resiliency engineering at Enova, spends her InfoQ talk on incidents where the fix gets announced and then withdrawn. The controls she names are rotation, breaks and room capacity.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+15
- Incentives30
- Confidence60
In an InfoQ talk, Duolingo engineer Sarah Deitke describes the hands-on labs and usage dashboards her DevEx AI team built to make engineers comfortable with AI, and says they trust in-house content over a vendor's.
Reality
- Evidence45
- Adoption25
- Hype gap+30
- Incentives55
- Confidence55
An InfoQ article argues that model hallucination on a home-grown notation is a corpus-frequency problem, and its fix puts the domain inside a host language's type system so an invalid domain state fails to compile.
Reality
- Evidence34
- Adoption
- Insufficient
- Hype gap+15
- Incentives40
- Confidence45
JEP 543 proposes finalizing structured concurrency without change, but the last of its seven preview rounds is the one arriving in JDK 27 on September 15. Ahead-of-time code compilation sits at the same Candidate stage.
Reality
- Evidence64
- Adoption45
- Hype gap+12
- Incentives58
- Confidence68
An InfoQ article on automation in software incidents puts the failure at design time, in the table that divides work into what the pipeline does and what the on-call engineer does, and cites Dekker and Woods on why that division fails.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+18
- Incentives30
- Confidence55
Earlier coverage
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Build · August 31, 2026 · 1 publisher
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Build · August 31, 2026 · 1 publisher
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Build · August 29, 2026 · 1 publisher
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Build · August 28, 2026 · 1 publisher
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Build · August 28, 2026 · 1 publisher
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Build · August 27, 2026 · 1 publisher
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Build · August 26, 2026 · 1 publisher
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Build · August 26, 2026 · 1 publisher
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Build · August 25, 2026 · 1 publisher
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Build · August 24, 2026 · 1 publisher
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Build · August 24, 2026 · 1 publisher
- A bank API team deploying several times an hour says Claude Code is for analysis, not code
Build · August 24, 2026 · 1 publisher
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Build · August 23, 2026 · 1 publisher
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Build · August 23, 2026 · 1 publisher
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Build · August 22, 2026 · 1 publisher
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Build · August 22, 2026 · 1 publisher
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Build · August 22, 2026 · 1 publisher
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Build · August 20, 2026 · 1 publisher
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Build · August 20, 2026 · 1 publisher
- Progressive collapse: the civil engineering word missing from your outage postmortem
Build · August 19, 2026 · 1 publisher
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Build · August 18, 2026 · 1 publisher
- The AI-training bans live on the big infrastructure blogs, not the small publications
Build · August 17, 2026 · 1 publisher
- Agentic architecture review earns its place as advice, not as a gate
Build · August 17, 2026 · 1 publisher
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Build · August 17, 2026 · 1 publisher
- JDK 28 firms up: a JSON API in the incubator, and a deprecation notice for Intel Macs
Build · August 16, 2026 · 1 publisher