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One-line reference for every Biloba Go method and matcher, grouped by area — selectors/locators, lifecycle, poll-config (WithTimeout/WithPolling/WithContext/Immediate), capturing a matcher's observed value (.Capture), navigation (GetLocation/GetTitle),…

Author Biloba browser tests in TypeScript/Vitest — sessions, tabs, frames, CSS/semantic/XPath locators, polling actions and assertions, realistic input, cookies/storage, dialogs/downloads/network, time-dependent UI with the page clock (installClock +…

See why a Go/Ginkgo Biloba spec failed or flaked — the on-failure artifacts (DOM outline + screenshots + poll trajectory of the timed-out read + the visual-regression diagnosis with its .actual.png/.diff.png, the "never settled" warning an update run prints +…

How to write and run Biloba's own Ginkgo test suite. Use when adding or modifying specs in this repo, asserting that a Biloba call should fail the test, working with the fixture server, or running the suite (including the driver, parity, e2e, and npm…

Diagnose Biloba failures in TypeScript/Vitest — BilobaError codes and fields, polling trajectories, DOM outlines, screenshots and visual artifacts, context-wide session.captureDiagnostics(), console/warning streams, debug logs, Vitest hooks, and…

Diagnose and prevent flaky Biloba TypeScript/Vitest tests — redundant client-side retry loops, immediate mode, single-shot evaluate reads, optimistic UI, async layout, first-match-wins network handlers, held responses, vacuous assertions, visual…

Explain Biloba's TypeScript/Vitest mental model — one shared Chrome, one bilobad process per Vitest worker, isolated reusable root sessions, server-side polling, fast versus realistic input, and structured diagnostics. Use first when adopting biloba or…

How to add a new DOM interaction or matcher to Biloba (a browser-action method like Click/SetValue/HaveProperty). Use when adding or modifying a browser-side primitive that touches biloba.js and the Go wrapper, or when implementing the dual immediate/matcher…

Configure Ginkgo for continuous integration — the recommended CLI flag set and the rationale for each flag (-r -p --randomize-all --randomize-suites --fail-on-pending --fail-on-empty --keep-going --cover --race --trace --json-report --timeout…

Control spec ordering and manage flaky specs — Serial, Ordered containers with BeforeAll/AfterAll/ContinueOnFailure, OncePerOrdered, SpecPriority, plus FlakeAttempts/--flake-attempts, MustPassRepeatedly, --repeat, and --until-it-fails. Use when specs must run…

Run Ginkgo suites in parallel — ginkgo -p / --procs, the separate-process (not goroutine) model, SynchronizedBeforeSuite/SynchronizedAfterSuite vs BeforeSuite, GinkgoParallelProcess() for sharding ports/tmpdirs/databases, building a binary once via gexec,…

Diagnose a failing Ginkgo suite as an agent — always run with --json-report into a predictable temp/gitignored location, read the terminal verdict line, then use jq to extract structured failure details (name, message, file:line, panic value, captured logs).…

One-line reference for every Ginkgo decorator, grouped by what it does, with the node types each can decorate — Serial, Ordered, ContinueOnFailure, OncePerOrdered, Label, Focus, Pending, FlakeAttempts, MustPassRepeatedly, NodeTimeout, SpecTimeout,…

Run a subset of a Ginkgo suite — Pending/PIt/XIt, runtime Skip, programmatic Focus/FIt (and ginkgo unfocus), Label with the --label-filter query language and label sets, suite-level labels, SemVerConstraint/--sem-ver-filter, --focus/--skip and…

The Ginkgo mental model for writing Go tests — the one idea that explains everything (Ginkgo builds a spec tree at construction time, then runs it) and its consequences for how you write specs, plus spec independence and the node taxonomy. Use this first when…

Generate, consume, and enrich Ginkgo reports — console verbosity (-v/-vv/--trace/--no-color/--succinct), machine-readable reports (--json-report/--junit-report with --output-dir/--keep-separate-reports), programmatic reporting nodes (ReportAfterEach,…

The ghttp test HTTP server for testing HTTP clients — NewServer/NewTLSServer, AppendHandlers, the Verify* assertions (VerifyRequest/VerifyHeader/VerifyHeaderKV/VerifyJSON/VerifyForm/VerifyBasicAuth/VerifyContentType/VerifyBody),…

Write correct synchronous Gomega assertions — Expect/Ω notation, the To/NotTo/ToNot/Should/ShouldNot equivalences, the multi-return error idiom, Succeed vs HaveOccurred, the .Error() chaining form, annotating assertions (format-string and func()string),…

Polling assertions in Gomega — Eventually (poll until it passes) and Consistently (must keep passing), the func(g Gomega) callback idiom, WithTimeout/WithPolling/Within/ProbeEvery, WithContext and Ginkgo SpecContext, StopTrying/TryAgainAfter bail-outs,…

Build compound Gomega assertions by combining matchers — And/SatisfyAll (all pass), Or/SatisfyAny (any pass), Not (negate), WithTransform to map the actual before matching, Satisfy for an ad-hoc predicate, HaveValue to dereference pointers/interfaces,…

Writing your own Gomega matchers — the GomegaMatcher interface (Match/FailureMessage/NegatedFailureMessage), gcustom.MakeMatcher with message templates and template data, the format package helpers (format.Message/format.Object), MatchMayChangeInTheFuture and…

Testing streaming io buffers with gbytes — gbytes.NewBuffer() (an io.Writer also returned by gexec sessions), the Say(regexp) matcher that forward-scans from a moving read cursor, the canonical Eventually(buffer).Should(Say(...)) streaming pattern, sequential…

Testing external processes with gexec — compile binaries with Build/BuildWithEnvironment/BuildIn and CleanupBuildArtifacts, start them with Start returning a *Session, await exit with the Exit matcher (Eventually(session).Should(Exit(0))), Wait/ExitCode,…

gleak goroutine leak detection — capture a Goroutines() snapshot before a test, then Eventually(Goroutines).ShouldNot(HaveLeaked(snapshot)) to assert none leaked, with the BeforeEach/AfterEach/DeferCleanup pattern, ignoring matchers…

Perform multiple tasks by spawning and supervising agents