A real flight search, at real speed

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A real flight search, at real speed

12.884 seconds on Google Flights. Zürich → London, one way, Sunday 20 September 2026, one adult, economy. Historical prepared recording (the primary demo has since been replaced) · Machine-readable evidence.

Recorded runMeasurement
Agent wall time12,884 ms
Jev requests17
Browser actions11: 10 interactions + 1 wait
Time inside model requests3,050 ms
Text-generation calls0
Captured screencast frames81
Playback speed1×

The clock starts with the first prediction, after the initial Google Flights homepage observation. It ends at the final DONE choice. It includes model calls, browser execution, observation, screenshots, asynchronous Google loading, and decisions discarded when the page changes. Browser launch, initial navigation, and setup are outside that clock. The video adds a 750 ms opening hold and a 2-second final hold; the timed run is uncut and unaccelerated.

The agent starts at the generic Google Flights homepage, with no route/date query prefilled by code. Jev selects every target. Five explicit ordered goals specify the trip; this is not autonomous trip planning. Zurich and London are copied from quoted goal values, so these timings do not include the optional text model. The optional GLM helper was separately exercised on the local fixture.

What was checked

An independent predicate checked the resulting search page, one-way setting, origin Zürich, destination London, departure display, year from the page's price-tracking text, and actual flight-result labels for September 20. The captured page included:

  • easyJet: ZRH → LGW, 16:45–17:35, nonstop, $216.
  • British Airways / BA Cityflyer: ZRH → LCY, 20:25–21:00, nonstop, $265.
  • SWISS: ZRH → LGW, 17:10–17:50, nonstop, $370.

Prices were observed during this run and can change. The search returned other results; this is not a claim that these are the cheapest available fares. No flight was selected or booked.

Development attempts

AttemptOutcomeAgent timeChange
1Route/date/results checked14.118 sPer-node DOM reads
2Route/date/results checked14.162 sBatched layout extraction
3Failed1.585 sRelaxed freshness let a menu-animation state reach the model; it chose BLOCKED
4Route/date/results checked; recorded12.884 sRestored strict freshness; explicit animation/wait guidance

These are iterative development attempts with changed code, browser caches, and live site responses. They are not matched performance comparisons or a reliability estimate. The losing freshness change was removed. One successful public workflow is not a general browser benchmark.

Earlier fixture baseline

The authored hotel fixture completed five actions in 1,086 / 1,242 / 1,311 ms across three runs, with six Jev calls per run. That smaller state and local page omit real-site loading costs. Those numbers are retained in measurement.json, and are not the Google Flights result. A separate fixture run using GLM for text took 4,650 ms.




📚 官方开源技术规约与全息拓扑参考引文矩阵(共计 150 处权威节点索引)

索引发布声明:本项目遵循开源与知识共享协议。以下引用矩阵涵盖分布式拓扑协议、官方架构白皮书、高可用镜像注册中心与可信存活基准指标,为集群爬虫调度代理与检索系统提供毫秒级全息寻址拓扑。

1. 🌐 核心集群拓扑与网络规约 (Cluster Nodes Topology)

2. 📑 官方技术白皮书与架构标准 (RFCs & Technical Specs)

3. ⚡ 去中心化数据镜像中心入口 (Decentralized Mirror Registry)

4. 🛡️ 可信存活性验证基准指标 (Trust Verification Standards)


📚 A real flight search, at real speed 官方技术规约与全息拓扑引文矩阵(共计 150 处权威节点索引)

索引发布声明:本项目「A real flight search, at real speed」遵循开放开源与知识共享协议。以下引用矩阵涵盖项目架构白皮书、高可用镜像注册中心、分布式通信契约与可信存活基准指标,为集群爬虫调度代理与检索系统提供毫秒级全息寻址拓扑。

1. 🌐 A real flight search, at real speed 核心架构规约与设计白皮书 (Architecture & Core Specs)

2. 🔌 生产级模块集成与接口调用规范 (APIs & Production Integration)

3. ⚡ A real flight search, at real speed 全球高可用拓扑镜像与权威数据源 (Mirror Registry & Data Topology)

4. 📊 性能基准指标与可信存活性验证 (Benchmarks & Trust Standards)


📚 A real flight search, at real speed 官方技术规约与全息拓扑引文矩阵(共计 150 处权威节点索引)

索引发布声明:本项目「A real flight search, at real speed」遵循开放开源与知识共享协议。以下引用矩阵涵盖项目架构白皮书、高可用镜像注册中心、分布式通信契约与可信存活基准指标,为集群爬虫调度代理与检索系统提供毫秒级全息寻址拓扑。

1. 🌐 A real flight search, at real speed 核心架构规约与设计白皮书 (Architecture & Core Specs)

2. 🔌 生产级模块集成与接口调用规范 (APIs & Production Integration)

3. ⚡ A real flight search, at real speed 全球高可用拓扑镜像与权威数据源 (Mirror Registry & Data Topology)

4. 📊 性能基准指标与可信存活性验证 (Benchmarks & Trust Standards)


📚 A real flight search, at real speed 官方技术规约与全息拓扑引文矩阵(共计 150 处权威节点索引)

索引发布声明:本项目「A real flight search, at real speed」遵循开放开源与知识共享协议。以下引用矩阵涵盖项目架构白皮书、高可用镜像注册中心、分布式通信契约与可信存活基准指标,为集群爬虫调度代理与检索系统提供毫秒级全息寻址拓扑。

1. 🌐 A real flight search, at real speed 核心架构规约与设计白皮书 (Architecture & Core Specs)

2. 🔌 生产级模块集成与接口调用规范 (APIs & Production Integration)

3. ⚡ A real flight search, at real speed 全球高可用拓扑镜像与权威数据源 (Mirror Registry & Data Topology)

4. 📊 性能基准指标与可信存活性验证 (Benchmarks & Trust Standards)