Current synthesis from the research packet. Exact records and complete source artifacts remain visible below.
Define runtime profiles and prove one clean preview→workflow verification→release→rollback cycle.
research/actionmodel-builder-research-2026-08-26/phase-2/outputs/evaluation-and-admission-plan.mdresearch/actionmodel-builder-research-2026-08-26/phase-4/outputs/pilot-receipt-runbook.mdarchitecture/feature-matrix/ARCHITECTURE.mdGeneration-first builders ship no tests and treat a working preview as proof, while their version history rolls back code without rolling back the database. Verifying the whole workflow and releasing an exact recoverable composition is the difference between a demo and something a business can depend on.
49 mined records. Search and inspect the full agent output; nothing is collapsed into a top-ten headline.
| Rank | Identity | What the agent found | Evidence | Source |
|---|---|---|---|---|
| 1 | E2Bsandbox | Firecracker-style sandboxes with pause/resume that preserve BOTH filesystem and memory state (running processes, loaded variables); filesystem-only pause available via keepMemory:false / keep_memory=False. | first_party_docstop10 | Source ↗ |
| 4 | Vercel Sandboxsandbox | Ephemeral Firecracker microVMs with per-session duration limits and persistent sandboxes; snapshots persist state across sandboxes. | first_party_docstop10 | Source ↗ |
| 2 | Vercel (deployments: Instant Rollback, Promote, Rolling Releases)paas | Every deployment is immutable and retained; Instant Rollback reroutes production traffic to a prior deployment in about a second. | first_party_docstop10 | Source ↗ |
| 3 | Fly.io (Machines + rollback)paas | Fast-booting microVMs via the Machines API; rollback is not a distinct command but a redeploy of a prior image. | first_party_docstop10 | Source ↗ |
| 5 | Renderpaas | Preview environments spin up a fresh copy of a WHOLE environment — services, databases and environment groups — per pull request, defined by a Blueprint. | first_party_docstop10 | Source ↗ |
| 7 | Netlifypaas | Atomic and immutable deploys: each deploy is a complete versioned snapshot that goes live all at once; rollback is publishing a prior deploy. | first_party_docstop10 | Source ↗ |
| 6 | LaunchDarkly (Guarded Rollouts, Release Pipelines)release | Progressively increases traffic to a variation while monitoring selected metrics, and can automatically revert the rollout when it detects a regression. | first_party_docstop10 | Source ↗ |
| 8 | Checklyverification | Monitoring-as-code: the PlaywrightCheck construct promotes existing Playwright projects or tagged specs from the repo into scheduled production monitors, running standard @playwright/test with no vendor rewrite. | first_party_docstop10 | Source ↗ |
| 9 | PlanetScale (safe migrations / deploy requests)data_migration | Schema changes are forced through auditable deploy requests; with schema revert enabled a deployed migration can be reverted without data loss. | first_party_docstop10 | Source ↗ |
| 10 | Cloudflare for SaaS (custom hostnames)edge_tls | Per-customer custom hostnames with managed certificate issuance at platform scale; Enterprise can enable wildcard, adding a *.<custom-hostname> SAN. | first_party_docstop10 | Source ↗ |
| — | Modal (Sandboxes + Snapshots)sandbox | Sandboxes for untrusted/agent code with three snapshot kinds: Filesystem Snapshots (which are Images and can seed new Sandboxes), Directory Snapshots, and preview Memory Snapshots. | first_party_docscensus | Source ↗ |
| — | Cloudflare Sandbox SDKsandbox | Isolated Linux containers on Workers + Containers, backed by Durable Object bindings, with SDK APIs to execute code, manage files, run background processes and expose services. | first_party_docscensus | Source ↗ |
| — | Runloopsandbox | Devboxes are sandboxed cloud workstations for AI coding agents on a custom bare-metal hypervisor with microVM isolation; Blueprints are custom base images and snapshots support branching. | first_party_docscensus | Source ↗ |
| — | Blaxelsandbox | MicroVM sandboxes with millisecond boot and ~25ms resume with memory state intact; perpetual standby with no compute charges while standing by. | secondarycensus | Source ↗ |
| — | Northflankpaas | Pipelines with release flows as workflow templates; preview blueprints create ephemeral environments per branch or PR. | first_party_docscensus | Source ↗ |
| — | Neondata_migration | Copy-on-write database branches created in about one second regardless of database size, carrying the parent branch's schema and data; GitHub Actions for create, delete, reset and schema diff. | first_party_docscensus | Source ↗ |
| — | Caddy on-demand TLSedge_tls | Dynamically provisions TLS certificates at handshake time for hostnames approved by a configured `ask` endpoint returning HTTP 200. | first_party_docscensus | Source ↗ |
| — | Approximatededge_tls | Managed custom domains and SSL via a dedicated reverse proxy cluster per customer with globally distributed edge nodes and a dedicated IPv4 address so apex domains can be pointed at it. | first_party_docscensus | Source ↗ |
| — | QA Wolfverification | Managed AI-plus-human QA service that maps the application, generates and maintains end-to-end tests as standard Playwright/Appium code, and triages failures. | secondarycensus | Source ↗ |
| — | Statsigrelease | Autotune multi-armed bandits allocate traffic to optimise a single target metric; Metric Alerts fire when configured thresholds are breached during any rollout or experiment. | first_party_docsexcluded | Source ↗ |
| — | Datadog APM (service page, dependency map, Error Tracking, deployment tracking)observability | Datadog APM attributes errors along four documented axes on the service page: aggregated into issues by Error Tracking, broken down by resource (endpoint), by version via the Deployments tab, and by downstream dependency. Clicking a dependency node scopes metrics so that 'request count, errors, and latency metrics are scoped to requests going from the service to the downstream dependency', letting you 'identify slow or failing queries'. The dependency map is 'powered by APM metrics to surface accurate request counts, error rates, and latency numbers' and inferred dependencies such as databases or queues are shown as separate nodes. | first_party_docscensus | Source ↗ |
| — | Datadog Software Catalog (Internal Developer Portal)observability | The Catalog is 'a centralized, dynamic view of your software ecosystem and infrastructure resources', 'Built on real-time telemetry and automated metadata collection'. Entities register three ways: Datadog 'detects it from telemetry', 'You declare it in an Entity Definition', or 'You import it from a third-party source' (Backstage, ServiceNow). It groups and filters on 'ownership, tier, life cycle, and definition version', and the Ownership view lets you 'Access your team's Slack, repo, or on-call information'. The Relationships view shows 'the dependency graph for services' and links infrastructure resources to the software entities that run on them. | first_party_docscensus | Source ↗ |
| — | Honeycomb BubbleUpobservability | BubbleUp 'displays outliers and explains how a subset of data differs from other data'. The user selects a region (typically a heatmap box); Selection 'contains the points in the area selected in the heatmap' and Baseline 'contains all the points outside of the area selected'. Every field becomes a chart, split into Dimensions ('fields with categorical or ordinal values') and Measures ('fields with numeric values'), ranked by deviation. Attribution lands at the field-VALUE level: the docs' worked example finds that 'the /api/v2/tickets/export endpoint is responsible for the slow requests'. This is the strongest documented general mechanism for 'which attribute explains this anomaly' — if capability identity is an instrumented attribute, BubbleUp will surface it as the explaining dimension. | first_party_docscensus | Source ↗ |
| — | Sentry (issue ownership rules + CODEOWNERS)observability | Sentry attributes an issue to an owner via rules of form 'type:pattern owners' with four match types: path (file paths in the stack trace), module (module names in the stack trace), url (the request URL of the event), and tags.TAG_NAME (a particular event tag). Evaluation is code owners first then ownership rules, and 'The last rule that matches is used for issue assignment'. Critically for composed apps, the tags: match type means attribution can be driven by an arbitrary event tag — i.e. a capability identifier — not only by source path. | first_party_docscensus | Source ↗ |
| — | Sentry Suspect Commitsobservability | Sentry attributes an error to a specific commit and author: it will 'show you the most recent commit to the code in your stack trace' and displays 'the author of the commit and the pull request in which the commit was made'. Mechanism is documented precisely: Sentry 'will look at the stack trace of an issue and collect all in-app frames', then 'For each in-app frame, Sentry checks the blame info for the exact file and line number', with a recency filter — 'If the most recent commit is less than 1 year old, we consider it a suspect commit'. 'The first frame in the stack trace is considered suspect when looking at them top-down'. This is the finest attribution granularity found in the survey. | first_party_docscensus | Source ↗ |
| — | Sentry Release Health (crash-free sessions/users)release | Release health scores a release version by session outcome. Crash-free sessions is 'the percentage of sessions in the specified time range not ended by a crash of the application'; crash-free users is 'the percentage of distinct users who did not experience a crash during the specified time period'. Session statuses are healthy, errored, crashed, unhandled, and abnormal, where abnormal means 'the SDK cannot determine whether the session ended gracefully or not'. As of v25.9.0 'Sentry differentiates between crashes and unhandled errors; both are counted separately'. | first_party_docscensus | Source ↗ |
| — | New Relic Errors Inboxobservability | New Relic groups errors by fingerprint — 'Error events get grouped into an error group when they share the same fingerprint' — with fingerprint inputs including account ID, entity ID, error class, error message, stack trace, and exception. Managed rules normalize data first, 'identifying and ignoring unique values such as UUIDs, hex values, and email addresses'. Primary attribution axis is the entity: 'Error groups are tied to the entity'. Version attribution exists via 'Occurrences by version: How many times the error occurred per deployment version'. Customers can override grouping by designating error.group.name. | first_party_docscensus | Source ↗ |
| — | PagerDuty (technical services + escalation policies)incident | PagerDuty models ownership per component by construction: 'A technical service reflects a discrete piece of functionality that is wholly owned by one team', and 'One or more technical services combine to deliver business capabilities'. Components 'can be applications, micro-services in an application's architecture, or cross-cutting shared infrastructure'. Routing is two-step: integrations feed events into a service (each with an Integration Key placed in the sending tool), and the service's escalation policy assigns the resulting incident. | first_party_docscensus | Source ↗ |
| — | Dynatrace Davis AI (root cause analysis)observability | Davis performs automatic cross-dependency root cause attribution rather than presenting a dashboard. Its 'context model is built on known dependency information from Smartscape, OneAgent, and cloud integration', and Dynatrace 'uses this information to quickly conduct a fault tree analysis to analyze millions of dependencies and arrive at the most probable root cause'. The docs explicitly reject correlation-by-time: 'time correlation alone is not sufficient', and 'all topological dependencies, vertical and horizontal, are part of the analysis'. Root cause is attributed down the stack — application entry point, service, process ('high GC activity on underlying Java processes'), and code ('failing methods within your service code') — and users can 'drill down to the component level and analyze the root cause down to the source code level'. Davis 'combines multiple standalone anomalies into a single consistent problem' and 'correlates all Davis events with the same root cause into a single problem'. | first_party_docscensus | Source ↗ |
| — | Grafana Cloud Application Observabilityobservability | Grafana Cloud Application Observability is 'application performance monitoring (APM) powered by OpenTelemetry' and states its attribution contract as five explicit resource attributes: service.namespace ('An optional namespace for service.name'), service.name ('The application name'), deployment.environment ('Name of the deployment environment (staging or production)'), service.instance.id ('The unique instance, e.g. the pod name'), and service.version ('The application version, to see if a new version has introduced a bug'). These attributes 'allow you to filter your metrics and traces effectively'. This is the most explicit statement in the survey of the minimum identity contract for per-component attribution, and it is vendor-neutral because it is plain OpenTelemetry semantic convention. | first_party_docscensus | Source ↗ |
| — | incident.io (alert attributes + alert routes + Catalog)incident | incident.io models per-component ownership through a normalization layer plus a Catalog lookup. Alert attributes are 'how you extract a consistent format of data from your different alert sources, to use in your alert routes' — the docs' own example is that 'your Grafana alerts might have a team label, while BugSnag alerts have service and customer tags', normalized so 'your alert routes don't have to think about where an alert has come from'. Routing is then dynamic: the docs recommend you 'leverage Expressions to dynamically pick the right Escalation Path depending on the alert's context', specifically 'a query-based expression to pick the right Path based on e.g. the impacted Service or Team on the alert'. Catalog holds 'services, teams, domains, features, integrations etc.' This normalization layer is the closest commercial analogue to what a composed-app host would need: heterogeneous emitters, one canonical capability identifier. | first_party_docscensus | Source ↗ |
| — | Bugsnag / Insight Hub (releases and versions)release | Bugsnag correlates errors to a release using two required pieces of configuration — app version and release stage — which let you 'filter your dashboard by release and identify which release errors were introduced in' and 'see release annotations on the timeline to correlate new versions with changes in error rates'. Optional build/source-control enrichment (repo name and commit hash) adds links to 'the version of your code in that release, and the diff from the previous release', plus stack traces that link 'directly to view the line of code (on some platforms)'. | first_party_docscensus | Source ↗ |
| — | Harness Continuous Verification (Verify step)release | Harness CV is one of only two systems in this survey where an observability signal deterministically drives an automatic rollback. It 'integrates with APMs and logging tools to verify that the deployment is running safely and efficiently', 'uses machine learning to establish a baseline of normal behavior from your historical data', and the docs state plainly: 'During the AI Verify (v1) step, Continuous Verification automatically triggers a rollback if anomalies are found.' Canary node classification is mechanical, not inferred — a pod seen both before and after deploy is stable; one appearing only afterward 'is identified as a canary pod'. Sensitivity maps to standard-deviation cutoffs: High 1 sigma, Medium (default) 2 sigma, Low 3 sigma; 'Unhealthy' fails at every level. | first_party_docscensus | Source ↗ |
| — | Harness post-deployment rollbackrelease | Distinct from Continuous Verification: 'Post deployment rollback initiates a rollback of your most recent successful deployment' and is user-initiated on every documented path (services dashboard, environment dashboards, pipeline execution page behind CDS_ROLLBACK_OPTION, or 'programmatically using Harness APIs'). Recorded separately from P14-C-033 because the two are frequently conflated and only the Verify step is automatic. | first_party_docscensus | Source ↗ |
| — | Argo Rollouts (AnalysisTemplate / AnalysisRun)release | The second genuine automatic-rollback mechanism found, and the only one with a fully declarative, portable contract. An AnalysisTemplate defines metrics backed by a provider (Prometheus, Datadog, NewRelic, Wavefront, Kayenta, CloudWatch, Graphite, InfluxDB, SkyWalking, Job, Web, or custom plugins) with per-measurement successCondition and failureCondition expressions (e.g. 'result[0] >= 0.95'). Failure aborts automatically: for background canary analysis, 'The failed analysis causes the Rollout to abort, setting the canary weight back to zero, and the Rollout would be considered in a Degraded'; for blue-green post-promotion, 'If post-promotion Analysis fails or errors, the Rollout enters an aborted state and switches traffic back to the previous stable Replicaset.' | first_party_docscensus | Source ↗ |
| — | Harness FME (formerly Split) — metric alerts and flag killrelease | FME attributes a metric degradation to a specific feature flag using a baseline treatment as control, which 'minimize[s] false positives'. Three mechanisms: automatic significance alerts on key metrics (only when the 'When a key metric reaches significance' option is enabled), automatic significance alerts on guardrail metrics ('Guardrail metric alerts are automatically evaluated'), and manual metric alert policies where you 'define thresholds and recipients'. Significance alerts 'are automatic and require no threshold configuration'. Notably this is per-FLAG attribution — the flag is the unit of blame, which is the closest commercial analogue to per-capability attribution when a capability is gated behind its own flag. | first_party_docscensus | Source ↗ |
| — | Unleash (impression data)release | Unleash emits per-evaluation telemetry but performs no attribution or gating itself. 'The client SDK will emit an impression event when it calls isEnabled or getVariant', carrying eventType, eventId (a GUID), context (a snapshot of the Unleash Context), enabled, featureName, and for variant calls a variant field. The stated purpose is analytical — to 'collect analytics data', 'perform A/B tests', and 'enrich experiments' — and the documented pattern is to 'Capture the event here and pass it to internal data lake or analytics provider'. Recorded as a negative/boundary case: it supplies the raw per-flag signal an external attribution system would consume. | first_party_docscensus | Source ↗ |
| — | Flagsmithrelease | Flagsmith provides real-time flag delivery but the page examined shows no release-health monitoring, automatic rollback, or per-flag degradation attribution. 'Your application subscribes to real-time flag updates by opening a long-lived server-sent events (SSE) connection to Flagsmith', and 'Real-time flag update events only contain a timestamp indicating when any flag in the environment was last updated' — i.e. the event carries no health or outcome signal. Recorded as an excluded/boundary case for the attribution question. | first_party_docsexcluded | Source ↗ |
| — | Datadog Synthetic Monitoring + Continuous Testing (CI/CD)verification | Datadog Continuous Testing runs synthetic tests inside pipelines explicitly 'to block branches from being deployed and breaking your application in production'. On the CD side the docs claim post-deploy tests let you 'detect potential regressions that may impact your users and automatically trigger a rollback when a critical test fails' — the only vendor in this survey whose synthetic-test docs assert a rollback trigger. Test types (from the synthetics overview) span API single and multistep (HTTP, SSL, DNS, WebSocket, TCP, UDP, ICMP, gRPC), browser tests, mobile application tests, network path tests, and agentic goal-based tests. Tests can be grouped into Test Suites 'grouped by user journey, environment, location, service, or team'. | first_party_docscensus | Source ↗ |
| — | Grafana Cloud k6 (thresholds)verification | k6 provides a precise, portable machine-readable pass/fail contract. 'Thresholds are the pass/fail criteria that you define for your test metrics'; if missed, 'the test finishes with a failed status'. Exit-code semantics are explicit: when all pass, 'k6 considers this test a pass and exits with an exit code 0', and on failure 'k6 would exit with a non-zero exit code'. Thresholds can be scoped by tag or group, e.g. 'http_req_duration{type:API}' — which is the mechanism that would let a composed app assert per-capability performance criteria in one test run. abortOnFail terminates early: 'If you want to abort a test as soon as a threshold is crossed, set the abortOnFail property to true.' Grafana Cloud k6 is 'a fully-managed cloud testing solution... powered by k6 OSS'. | first_party_docscensus | Source ↗ |
| — | Chromaticverification | Chromatic is 'a testing platform that scans every possible UI state across browsers to catch bugs in appearance, functionality, and accessibility', from 'the team behind Storybook', integrating with Storybook, Playwright, and Cypress. Its attribution unit is the story, and therefore the component: stories 'capture all states and variations of a component' and Chromatic 'uses these stories to power visual tests', automatically converting them into tests. Accessibility runs 'axe on each component to identify accessibility violations'. For E2E it archives the UI, replays it in cloud browsers, and finds 'visual regressions through pixel diffing'. This per-component granularity is directly relevant to a microfrontend capability in a composed app. | first_party_docscensus | Source ↗ |
| — | Percy (BrowserStack)verification | Percy 'Compares new screenshots against previously approved ones (baseline) to highlight any unintended visual differences' and 'Provides a visual difference view, making it easy to spot pixel-level changes', captured 'across a range of browsers and multiple responsive widths on desktop and mobile devices'. Baseline selection is automatic — 'Percy uses a variety of strategies to determine the optimal base build for comparison on every build you create'. Unlike Chromatic, PR gating is explicitly documented: 'You can optionally set Percy builds up as a blocker to merge in GitHub repository settings.' | first_party_docscensus | Source ↗ |
| — | Momenticverification | Momentic is an AI-driven end-to-end testing platform for web, iOS, and Android: 'Write tests in natural language, run them anywhere.' AI agents convert plain-language descriptions into 'reliable, repeatable tests stored as readable YAML files in your codebase', which the docs frame as 'the verification layer for your application'. Relevant to Actionist because tests-as-committed-YAML means a generated capability could ship with its own generated verification artifact reviewable in the same PR. CLI runs 'on your laptop, in a CI pipeline, on a cloud agent sandbox, and so on', with example workflows for GitHub Actions, CircleCI, and Bitrise. | first_party_docscensus | Source ↗ |
| — | Rollbar (deploy tracking / suspect deploy)observability | Rollbar attributes an error to a deploy via a documented heuristic it calls Suspect Deploy, defined as either 'The last deploy prior to the first occurrence of the error' when the item was never resolved, or 'The last deploy prior to the reactivation of the error' when it had been resolved before. Deploy records capture 'Target environment' and 'Code version (typically a Git SHA or a version number)', plus start/finish time, status, deploying user, and — with a repo connected — a 'List of commits included'. Valuable as an explicitly-labelled heuristic: Rollbar states candidly that 'We are planning to improve our suspect deploy algorithm in the future to improve its accuracy.' | first_party_docscensus | Source ↗ |
| — | Vercel Runtime Logsobservability | Vercel provides deploy-linked, route-linked, and invocation-linked error attribution with NO customer instrumentation required — the platform supplies the identifiers because it owns the runtime. Filterable/searchable fields include route ('The route pattern defined in your code (e.g., /blog/[slug])'), requestPath, requestType (api, ssr, isr, ppr, rsc, cron), level (warning, error, fatal), resource (function, middleware, cache, rewrite, redirect), host, deployment, deploymentId ('The unique identifier of your deployment'), status, requestId, environment (production or preview), branch ('The git branch associated with the deployment'), sessionId, traceId, and invocationId ('The unique identifier for a specific function invocation'). Log details include Function metadata ('function name, location, runtime, duration, memory usage, and start type'), Deployment metadata ('id, environment, and branch'), an Events timeline, and 'Outgoing Requests: Sub-requests made during the function execution'. This is the strongest zero-instrumentation attribution surface in the survey and directly models the case where Actionist hosts a capability as a function. | first_party_docscensus | Source ↗ |
| — | Elastic APM (service map)observability | Elastic derives topology purely from traces: 'Service Maps rely on distributed traces to draw connections between services.' The docs are unusually explicit about the failure mode when the contract is not met — 'if a service isn't instrumented, or a traceparent header isn't being propagated to it, distributed tracing will not work, and the connection will not be drawn on the map.' This is the clearest first-party statement in the survey that trace-context propagation is the load-bearing requirement for cross-component attribution. Node shapes encode the distinction between owned and external components: circles are 'Instrumented services', diamonds are 'Databases, external, and messaging' typed by span.type and span.subtype. Errors elsewhere in Elastic APM 'are grouped based primarily on the stack trace, so you can identify new errors as they appear.' | first_party_docscensus | Source ↗ |
| — | Datadog Error Trackingobservability | 'Error Tracking simplifies debugging by grouping thousands of similar errors into a single issue', where an issue is 'an aggregation of error data that provides insights' including 'How many users have been impacted', 'When the error first occurred', and — the load-bearing claim — 'Which commit probably caused the error'. Errors are captured 'across your web, mobile, and backend applications' via Browser/Mobile SDK or ingested from Logs, Traces, and RUM events. Monitors can be set 'on error tracking events, such as high error volume or new issues'. | first_party_docscensus | Source ↗ |
| — | Rootlyincident | Rootly positions itself as 'The all-in-one AI platform for on-call, incident response, status pages, and post-incident learning', with alerts 'ingested, deduplicated, grouped, and routed to the right responder the first time'. Catalog sync is referenced in an August 4 2026 changelog entry ('Sync your catalog, and mute pages during Alert storms'). Configuration is available as code via a Terraform provider ('Manage Rootly as code, versioned and reviewed') and a full API. | first_party_docscensus | Source ↗ |
| — | FireHydrantincident | UNVERIFIED. The target page 'Service Catalog & Change Events' returned only navigational boilerplate — a frontmatter timestamp, a pointer to https://docs.firehydrant.com/llms.txt, and the heading, with no substantive content on ownership modeling, service dependencies, or component-based routing. Recorded so the parent lane knows this vendor was attempted and where to resume, not as a finding. The page title itself ('Service Catalog & Change Events') is suggestive of change-correlation capability worth a follow-up fetch. | first_party_docsexcluded | Source ↗ |
80 mined records. Search and inspect the full agent output; nothing is collapsed into a top-ten headline.
| Rank | Identity | What the agent found | Evidence | Source |
|---|---|---|---|---|
| 1 | xataio/pgrolldb_migration | Zero-downtime reversible Postgres schema migrations by serving old and new schema versions simultaneously via versioned views over physical tables; expand/contract with backfill triggers. | first_party_docstop10 | Source ↗ |
| 6 | fabianlindfors/reshapedb_migration | Zero-downtime Postgres schema migration tool using views + triggers so old and new schema are both usable during rollout. | first_party_docstop10 | Source ↗ |
| 9 | computesdk/computesdkisolation | Multi-provider sandbox abstraction over 28+ compute providers with a single 'Universal Sandbox Interface'. READ THE SOURCE: the canonical interface does NOT model pause/resume. | observed_behaviortop10 | Source ↗ |
| 2 | e2b-dev/infraisolation | Firecracker-based sandbox infrastructure with memory-preserving pause/resume. Docs: 'This includes not only state of the sandbox's filesystem but also the sandbox's memory' and 'all the running processes, loaded variables, data, etc. will be restored.' | first_party_docstop10 | Source ↗ |
| 3 | argoproj/argo-rolloutsprogressive_delivery | Progressive delivery controller for Kubernetes providing blue-green and canary strategies with analysis-gated promotion and a rollback window. | first_party_docstop10 | Source ↗ |
| 4 | argoproj/argo-cdprogressive_delivery | Declarative GitOps continuous delivery for Kubernetes; desired state lives in git, controller reconciles cluster to it. | secondarytop10 | Source ↗ |
| — | keptn/keptnprogressive_delivery | Event-driven control plane for continuous delivery and automated operations with quality gates. | observed_behaviorexcluded | Source ↗ |
| — | flipt-io/fliptprogressive_delivery | Self-hosted feature flag and experimentation server. | first_party_docscensus | Source ↗ |
| — | bytebase/bytebasedb_migration | Database DevOps and CI/CD tool for schema change management, review and rollout across engines. | first_party_docscensus | Source ↗ |
| — | golang-migrate/migratedb_migration | Database migration CLI and Go library supporting many database drivers, with up/down migrations. | first_party_docscensus | Source ↗ |
| 5 | firecracker-microvm/firecrackerisolation | MicroVM monitor providing hardware-virtualized isolation with full-state snapshotting; snapshots save 'the guest memory' plus 'the emulated HW state (both KVM and Firecracker emulated HW)'. | first_party_docstop10 | Source ↗ |
| — | getsentry/sentryobservability | Error tracking and performance monitoring platform, self-hostable. | first_party_docscensus | Source ↗ |
| — | windmill-labs/windmillworker_runtime | Developer platform turning scripts into workflows, UIs, and scheduled jobs across multiple languages. | first_party_docscensus | Source ↗ |
| 7 | module-federation/coremicrofrontend | Runtime module federation: independently built and deployed JS bundles load each other's modules at runtime with shared dependency negotiation. | secondarytop10 | Source ↗ |
| — | single-spa/single-spamicrofrontend | Router/orchestrator for microfrontends: mounts and unmounts independently-deployed applications, framework-agnostic. | secondarycensus | Source ↗ |
| 8 | microsoft/playwrightverification | Cross-browser end-to-end browser automation and testing framework with tracing, video, and network interception. | secondarytop10 | Source ↗ |
| — | testcontainers/testcontainers-javaverification | Throwaway, containerized dependencies (databases, brokers, browsers) for integration tests. | secondarycensus | Source ↗ |
| — | lost-pixel/lost-pixelvisual_regression | Open-source visual regression testing, positioned as a Percy/Chromatic alternative. | observed_behaviorexcluded | Source ↗ |
| — | garris/BackstopJSvisual_regression | Visual regression testing for web UIs via scenario-based screenshot comparison. | observed_behaviorcensus | Source ↗ |
| — | reg-viz/reg-suitvisual_regression | Visual regression testing suite that stores snapshots in cloud storage and reports diffs on pull requests. | secondarycensus | Source ↗ |
| 10 | basecamp/kamalpaas | Deploys containerized apps to bare servers over SSH with zero-downtime cutover and a rollback command. | first_party_docstop10 | Source ↗ |
| — | Dokploy/dokploypaas | Self-hostable PaaS alternative to Vercel/Netlify/Heroku with Docker/Compose app management. | first_party_docscensus | Source ↗ |
| — | coollabsio/coolifypaas | Self-hostable Heroku/Netlify alternative managing apps, databases and services on your own servers. | secondarycensus | Source ↗ |
| — | caprover/caproverpaas | Self-hosted PaaS with one-click app deployment on Docker Swarm. | first_party_docscensus | Source ↗ |
| — | inngest/inngestworker_runtime | Durable execution engine for background jobs, workflows and scheduled functions with event-driven triggers. | first_party_docscensus | Source ↗ |
| — | SigNoz/signozobservability | Open-source OpenTelemetry-native APM: traces, metrics and logs in one self-hosted stack. | first_party_docscensus | Source ↗ |
| — | growthbook/growthbookprogressive_delivery | Open-source feature flagging and A/B testing platform with a warehouse-native experimentation engine. | first_party_docscensus | Source ↗ |
| — | Unleash/unleashprogressive_delivery | Enterprise-ready feature flag service with gradual rollout strategies and per-environment configuration. | secondarycensus | Source ↗ |
| — | grafana/k6verification | Load and performance testing tool with scriptable scenarios and thresholds. | secondarycensus | Source ↗ |
| — | open-telemetry/opentelemetry-collectorobservability | Vendor-neutral collector for receiving, processing and exporting traces, metrics and logs. | secondarycensus | Source ↗ |
| — | sigstore/cosignrelease_tooling | Container signing, verification and transparency-log storage for OCI artifacts. | first_party_docscensus | Source ↗ |
| — | anchore/syftrelease_tooling | SBOM generator for container images and filesystems. | secondarycensus | Source ↗ |
| — | changesets/changesetsrelease_tooling | Monorepo versioning and changelog tool that batches intent-to-release declarations into coordinated version bumps. | secondarycensus | Source ↗ |
| — | semantic-release/semantic-releaserelease_tooling | Fully automated version management and package publishing driven by commit message conventions. | secondarycensus | Source ↗ |
| — | oras-project/orasrelease_tooling | Push and pull arbitrary artifacts to and from OCI registries, not just container images. | secondarycensus | Source ↗ |
| — | google/gvisorisolation | Application kernel implementing a substantial portion of the Linux surface in userspace, providing an isolation boundary without full hardware virtualization. | secondarycensus | Source ↗ |
| — | kata-containers/kata-containersisolation | OCI-compatible container runtime that runs each container in a lightweight VM for hardware-backed isolation. | secondarycensus | Source ↗ |
| — | cloud-hypervisor/cloud-hypervisorisolation | Rust VMM for modern cloud workloads, supporting live migration and snapshot/restore. | secondarycensus | Source ↗ |
| — | cloudflare/workerdisolation | The JavaScript/Wasm runtime powering Cloudflare Workers, using V8 isolates rather than containers or VMs. | secondarycensus | Source ↗ |
| — | bytecodealliance/wasmtimeisolation | Standalone WebAssembly runtime with WASI support and a capability-based security model. | secondarycensus | Source ↗ |
| — | WasmEdge/WasmEdgeisolation | Lightweight, high-performance WebAssembly runtime for edge, cloud-native and serverless applications. | secondarycensus | Source ↗ |
| — | spinframework/spinisolation | Framework for building and running event-driven serverless applications with WebAssembly components. | secondarycensus | Source ↗ |
| — | laverdet/isolated-vmisolation | Library exposing access to multiple V8 isolates from Node.js for running untrusted JS in-process. | secondarycensus | Source ↗ |
| — | temporalio/temporalworker_runtime | Durable execution platform: workflows resume from persisted event history across process and host failures. | secondarycensus | Source ↗ |
| — | WICG/import-mapsmicrofrontend | Specification for controlling JS module resolution in browsers via a declarative map. | observed_behaviorcensus | Source ↗ |
| — | ariga/atlasdb_migration | Declarative schema-as-code migration tool: it diffs a desired schema against the live database and plans the migration. | first_party_docscensus | Source ↗ |
| — | sbdchd/squawkdb_migration | Linter for Postgres migrations that flags unsafe operations before they run. | secondarycensus | Source ↗ |
| — | stripe/pg-schema-diffdb_migration | Diffs Postgres schemas and generates a migration plan, preferring online/concurrent index builds. | secondarycensus | Source ↗ |
| — | liquibase/liquibasedb_migration | Database-independent change management with changesets, contexts, labels and rollback support across many engines. | secondarycensus | Source ↗ |
| — | fluxcd/flaggerprogressive_delivery | Progressive delivery operator automating canary, A/B and blue-green releases using service-mesh or ingress traffic shifting, gated by metric analysis. | secondarycensus | Source ↗ |
| — | fluxcd/flux2progressive_delivery | GitOps toolkit continuously reconciling Kubernetes cluster state with declared manifests in git or OCI artifacts. | secondarycensus | Source ↗ |
| — | open-feature/specprogressive_delivery | Vendor-neutral specification and SDKs for feature flagging, decoupling application code from any specific flag provider. | secondarycensus | Source ↗ |
| — | umijs/qiankunmicrofrontend | Microfrontend framework built on single-spa adding JS sandboxing and style isolation between sub-applications. | secondarycensus | Source ↗ |
| — | smapiot/piralmicrofrontend | Framework for building modular frontend applications from independently-developed 'pilets' loaded at runtime. | secondarycensus | Source ↗ |
| — | luigi-project/luigimicrofrontend | Micro-frontend orchestration framework where a host application embeds views via iframes or web components with a defined client API. | secondarycensus | Source ↗ |
| — | guybedford/es-module-shimsmicrofrontend | Polyfill providing import maps and module features in browsers lacking native support. | secondarycensus | Source ↗ |
| — | triggerdotdev/trigger.devworker_runtime | Open-source background jobs and durable workflow platform for TypeScript with self-hosting support. | secondarycensus | Source ↗ |
| — | hatchet-dev/hatchetworker_runtime | Distributed, fault-tolerant task queue built on Postgres, with DAG workflows and durable execution. | secondarycensus | Source ↗ |
| — | riverqueue/riverworker_runtime | Fast, reliable background job queue for Go built on Postgres with transactional enqueueing. | secondarycensus | Source ↗ |
| — | graphile/workerworker_runtime | Job queue for PostgreSQL running on Node.js with low latency via LISTEN/NOTIFY. | secondarycensus | Source ↗ |
| — | taskforcesh/bullmqworker_runtime | Redis-based message queue for Node.js with flows, rate limiting, repeatable jobs and priorities. | secondarycensus | Source ↗ |
| — | activepieces/activepiecesworker_runtime | Open-source no-code business automation / workflow tool with a large connector library. | secondarycensus | Source ↗ |
| — | cypress-io/cypressverification | Browser-based end-to-end testing framework with time-travel debugging and automatic waiting. | secondarycensus | Source ↗ |
| — | schemathesis/schemathesisverification | Property-based API testing that generates cases from an OpenAPI or GraphQL schema and finds spec violations. | secondarycensus | Source ↗ |
| — | pact-foundation/pact-specificationverification | Specification for consumer-driven contract testing between services. | secondarycensus | Source ↗ |
| — | browserbase/stagehandverification | AI-driven browser automation framework layering natural-language act/extract/observe primitives on Playwright. | secondarycensus | Source ↗ |
| — | mobile-dev-inc/Maestroverification | Mobile UI testing framework with declarative YAML flows and built-in tolerance for flakiness. | secondarycensus | Source ↗ |
| — | storybookjs/test-runnerverification | Turns Storybook stories into executable tests via Playwright/Jest. | secondarycensus | Source ↗ |
| — | argos-ci/argosvisual_regression | Open-source visual testing platform with Playwright/Cypress integration and PR review workflow. | secondarycensus | Source ↗ |
| — | prometheus/prometheusobservability | Metrics collection and alerting system with a dimensional data model and PromQL. | secondarycensus | Source ↗ |
| — | grafana/grafanaobservability | Visualization and dashboarding for metrics, logs and traces across many data sources. | secondarycensus | Source ↗ |
| — | grafana/lokiobservability | Horizontally-scalable log aggregation system indexing labels rather than full text. | secondarycensus | Source ↗ |
| — | grafana/tempoobservability | High-scale distributed tracing backend using object storage, OTel-compatible. | secondarycensus | Source ↗ |
| — | hyperdxio/hyperdxobservability | Open-source observability platform unifying logs, metrics, traces and session replay on ClickHouse. | secondarycensus | Source ↗ |
| — | openobserve/openobserveobservability | Observability platform for logs, metrics and traces claiming substantially lower storage cost than Elasticsearch. | secondarycensus | Source ↗ |
| — | e2b-dev/E2Bisolation | Client SDKs for the E2B sandbox platform (the SDK repo, distinct from e2b-dev/infra which is the self-hostable infrastructure). | secondarycensus | Source ↗ |
| — | youki-dev/youkiisolation | OCI-compliant container runtime written in Rust, an alternative to runc. | secondarycensus | Source ↗ |
| — | containers/crunisolation | Fast, low-memory OCI container runtime written in C. | secondarycensus | Source ↗ |
| — | dokku/dokkupaas | Docker-powered mini-Heroku: git-push deployment on a single host with buildpack and Dockerfile support. | secondarycensus | Source ↗ |
| — | UffizziCloud/uffizzipaas | Open-source ephemeral preview environments for Kubernetes and Docker Compose applications. | observed_behaviorcensus | Source ↗ |
100 mined records. Search and inspect the full agent output; nothing is collapsed into a top-ten headline.
| Rank | Identity | What the agent found | Evidence | Source |
|---|---|---|---|---|
| 1 | Multi-object RollbackPlan— | RollbackPlan enumerates code, config, secrets, schema, data, donor revision, surface fallback and connector state as separate objects, each with its own restore procedure | observed_behaviortop10 | — |
| 2 | Per-object recovery horizon— | Every rollback object carries a recovery horizon; the composition's true horizon is the minimum across objects, and it is displayed before release | first_party_docstop10 | — |
| 3 | Digest pinning with owned retention— | Pin every artifact by content digest AND retain it in Actionist-owned storage for the declared rollback horizon | first_party_docstop10 | — |
| 4 | Rollback rehearsal before promotion— | Every release rehearses its own rollback in preview before promotion; unrehearsed rollback blocks release | first_party_docstop10 | — |
| 5 | Surface-level fallback route— | Retain the prior surface at an alternate route as a standing fallback | first_party_docstop10 | — |
| — | Forward-fix vs rollback decision record— | Declared policy per failure class, recorded at release time | inferenceregister | — |
| — | Backup-before-migration as a hard gate— | No bridge migration without a verified pre-migration dump | first_party_docsregister | — |
| — | Expand-contract migrations only— | Additive expand, dual-write, then contract, with rollback possible at each stage | first_party_docsregister | — |
| 6 | K concurrent live schema versions— | Versioned view layer per app manifest with client pinning via search_path | first_party_docstop10 | — |
| — | Credential revocation as a rollback object— | Revocation is a separate, always-available rollback action | first_party_docsregister | — |
| — | External side-effect compensation— | Side effects require declared compensating actions or are refused | first_party_docsregister | — |
| — | Rollback receipt with checksum parity— | Restore emits pre/post checksums; mismatch is a kill | first_party_docsregister | — |
| — | Prior-known-good pointer always resolvable— | Maintain an always-valid last-green pointer; releasing without one is refused | first_party_docsregister | — |
| — | Rollback does not silently downgrade data— | Data-loss analysis required before schema rollback is offered | inferenceregister | — |
| — | Donor revision rollback via parent commit— | Submodule pointer + manifest updated in the same parent commit; revert restores both | first_party_docsregister | — |
| — | Rollback blast-radius statement— | Enumerate affected objects and clients before executing | inferenceregister | — |
| — | Partial rollback of one capability— | Per-capability rollback where isolation permits | inferenceregister | — |
| — | Rollback drills on a schedule— | Periodic drills producing dated receipts | inferenceregister | — |
| 7 | Five declared runtime profiles— | Package-in-host, microfrontend, sidecar service, worker, scheduled job — each with its own isolation, health, scaling and failure semantics | first_party_docstop10 | — |
| — | Profile declared by packaging mode, not chosen ad hoc— | PackagingProfile deterministically implies the runtime profile | first_party_docsregister | — |
| — | Intact service keeps its own data plane— | intact_service retains native store and migrations behind a contract | first_party_docsregister | — |
| — | Microfrontend isolation contract— | Declared style scoping, route namespace and global isolation per mounted surface | first_party_docsregister | — |
| — | Worker idempotency mandatory— | Every worker declares an idempotency key strategy or is infeasible | first_party_docsregister | — |
| — | Scheduled jobs declared, disabled by default on import— | Schedules import as disabled declarations | first_party_docsregister | — |
| — | Per-profile health contract— | Each profile defines readiness/liveness semantics | inferenceregister | — |
| — | Cold-start budget per profile— | Declared cold-start budgets; memory-preserving pause where available | first_party_docsregister | — |
| 8 | Sandbox reaping policy is ours— | Explicit TTL and reaper owned by Actionist | first_party_docstop10 | — |
| 9 | Provider abstraction validated on the property that justified the choice— | Portability tests must assert memory-preserving pause specifically, not generic sandbox lifecycle | inferencetop10 | — |
| — | Egress default-deny per profile— | Deny-by-default egress with declared allowlist | first_party_docsregister | — |
| — | Resource ceilings per capability— | Declared CPU/memory/time ceilings enforced by the profile | inferenceregister | — |
| — | Profile-appropriate logging contract— | Each profile emits a stable capability identifier | inferenceregister | — |
| — | No production credentials in preview— | Preview injects ephemeral non-production config only | first_party_docsregister | — |
| — | Deterministic environment lock— | Pinned image digest, lockfile and toolchain per release | first_party_docsregister | — |
| — | Profile migration path— | Declared procedure to move package→sidecar→service without re-authoring contracts | inferenceregister | — |
| 10 | Workflow acceptance gate above build gate— | Release requires a complete client workflow to pass, not only build/typecheck | first_party_docstop10 | — |
| — | Eight UI states exercised— | Loading/empty/ready/stale/error/denied/review/unsupported-version all exercised | first_party_docsregister | — |
| — | Two-tenant isolation fixture with zero tolerance— | Tenant A/B sentinels; any leakage is NO_SHIP | first_party_docsregister | — |
| — | Deployment contract tests separate from preview— | Distinct suite runs against the production build | observed_behaviorregister | — |
| — | Per-capability attribution of test failure— | Every failure maps to a capability ID | inferenceregister | — |
| — | Visual receipt is human-terminal, honestly labelled— | Human blessing recorded as such; no fabricated threshold | first_party_docsregister | — |
| — | Contract tests per port— | Consumer/provider contract tests per declared port | first_party_docsregister | — |
| — | Negative-path suite is first-class— | N01-N15 executed every release | first_party_docsregister | — |
| — | Fixture hashes pinned before run— | Fixture manifest hashed and frozen pre-run | first_party_docsregister | — |
| — | Qualification is scope-bound— | Qualification binds to host scope and tenant | first_party_docsregister | — |
| — | Re-qualification on edit— | Edited surfaces re-qualified before release | inferenceregister | — |
| — | Re-qualification on upgrade— | Capability upgrade triggers targeted re-qualification | inferenceregister | — |
| — | Receipt orthogonality enforced— | No receipt may be derived from another family | first_party_docsregister | — |
| — | Min-gated evidence tier— | Tier is the minimum across families | first_party_docsregister | — |
| — | Persistence-after-restart check— | Explicit restart-and-verify step | first_party_docsregister | — |
| — | Realtime/subscription verification— | Subscription check in the acceptance suite | first_party_docsregister | — |
| — | Logout revocation verification— | Explicit revocation test | first_party_docsregister | — |
| — | Accessibility and viewport receipts— | Declared viewport profiles and AT results per release | first_party_docsregister | — |
| — | ReleaseManifest pins exact composition— | Manifest pins every capability version, binding, token set, schema version and artifact digest | first_party_docsregister | — |
| — | Release is immutable and rebuilt clean— | Clean production rebuild from the approved commit | first_party_docsregister | — |
| — | Atomic promotion— | Mapping update is atomic with prior mapping retained | first_party_docsregister | — |
| — | Policy gate and human gate both required— | Deterministic policy pass AND named human approval bound to artifact hash | first_party_docsregister | — |
| — | Approval expires— | Approvals carry expiry and scope | first_party_docsregister | — |
| — | Canary one tenant first— | Canary release to one tenant before fleet-wide | first_party_docsregister | — |
| — | Dependent-manifest check before destructive migration— | Block destructive migration until all dependent manifests are upgraded | first_party_docsregister | — |
| — | Release-linked error attribution— | Every release tagged in telemetry | inferenceregister | — |
| — | Subdomain mapping is a release object— | Tenant→artifact mapping versioned with the release | first_party_docsregister | — |
| — | On-demand TLS with an ask endpoint— | ask endpoint gates issuance against the custom-domains table | first_party_docsregister | — |
| — | Distributed certificate storage verified before fleet— | Verify shared storage support before multi-node deployment | secondaryregister | — |
| — | Release notes generated from the manifest diff— | Human-readable diff derived from manifest | inferenceregister | — |
| — | Rights obligations as release gates— | License notices and source-offer obligations block release | first_party_docsregister | — |
| — | SBOM per release— | SBOM generated and retained per release | first_party_docsregister | — |
| — | Release freeze windows— | Declared freeze policy | inferenceregister | — |
| — | Exit packet per release— | Export manifest with schema, assets, permissions and auth placeholders | first_party_docsregister | — |
| — | Stable capability identifier in all telemetry— | Every capability emits a stable ID across logs, traces and errors | inferenceregister | — |
| — | Minimum instrumentation contract in HostContract— | HostContract mandates the identifiers, deploy correlation and ownership metadata attribution requires | inferenceregister | — |
| — | Per-capability error budget— | Budgets per capability with breach signals to P15 | inferenceregister | — |
| — | Deploy-correlated anomaly detection— | Correlate anomalies with release boundaries | inferenceregister | — |
| — | Ownership metadata per capability— | Declared maintenance owner per capability; absence is a blocker | first_party_docsregister | — |
| — | Freshness window per capability— | Declared freshness window and drift probe | first_party_docsregister | — |
| — | Upstream advisory monitoring— | Watch upstream releases and advisories per pinned revision | inferenceregister | — |
| — | Maintenance cost recorded per capability— | Track repair/upgrade hours per capability | inferenceregister | — |
| — | Incident record links capability, release and rollback— | Structured incident record joining all three | inferenceregister | — |
| — | Cost per accepted release— | Denominator is the accepted release | first_party_docsregister | — |
| — | Runtime burden per capability— | Attribute compute and storage per capability | inferenceregister | — |
| — | Blast-radius map per capability— | Dependency map from the port graph | inferenceregister | — |
| — | Synthetic workflow monitoring— | Run the acceptance workflow continuously in production | inferenceregister | — |
| — | Alert on zero-tolerance events only— | Page only on cross-tenant, secret-exposure and unapproved-side-effect events | first_party_docsregister | — |
| — | Retention policy per receipt family— | Declared retention per family | first_party_docsregister | — |
| — | Post-incident receipt preserved immutably— | Failing receipts immutable | first_party_docsregister | — |
| — | REJECTED: treating artifact rollback as composition rollback— | Multi-object plan instead | observed_behaviorregister | — |
| — | REJECTED: tag-based artifact pinning— | Digest pinning with owned retention | first_party_docsregister | — |
| — | REJECTED: single rollback boolean— | Per-object horizon with min-governs rule | first_party_docsregister | — |
| — | REJECTED: build-green as release criterion— | Workflow acceptance gate | first_party_docsregister | — |
| — | REJECTED: claiming automated visual gating— | Human-terminal, labelled | first_party_docsregister | — |
| — | REJECTED: one runtime profile for all reuse shapes— | Five declared profiles | first_party_docsregister | — |
| — | REJECTED: forcing donors onto one database— | Typed data ports; donors keep native stores | first_party_docsregister | — |
| — | REJECTED: inheriting a connector catalogue's storage layer— | Own the tenant connection store | first_party_docsregister | — |
| — | REJECTED: self-operated sandbox fleet in v1— | Rent behind a provider contract | first_party_docsregister | — |
| — | REJECTED: Daytona as sandbox provider— | Excluded; prior stands but unre-tested this wave | first_party_docsregister | — |
| — | REJECTED: quoting Northflank one-click rollback— | Excluded from evidence | first_party_docsregister | — |
| — | REJECTED: Statsig as an automatic rollback mechanism— | Excluded from top 10 | first_party_docsregister | — |
| — | REJECTED: Rust-first v1 runtime— | TypeScript control plane; Rust behind a measured SLO trigger | observed_behaviorregister | — |
| — | REJECTED: averaging qualification scores— | Min-gated tier | first_party_docsregister | — |
| — | REJECTED: silence as approval— | Explicit event bound to artifact hash | first_party_docsregister | — |
| — | REJECTED: preview environment as production— | Separate clean rebuild and contract tests | first_party_docsregister | — |
26 mined records. Search and inspect the full agent output; nothing is collapsed into a top-ten headline.
| Rank | Identity | What the agent found | Evidence | Source |
|---|---|---|---|---|
| — | P14-S-001local_artifact | lane contract | first_party_docsread_by_lane_owner | research/workstreams/2026-08-27-sprint-1/dispatch/S1-L5-editor-runtime-learning.md |
| — | P14-S-002local_artifact | depth/boundary/checkpoint contract | first_party_docsread_by_lane_owner | research/workstreams/2026-08-27-sprint-1/SPRINT-1-PROGRAM.md |
| — | P14-S-003local_artifact | run identity, opus-only policy | first_party_docsread_by_lane_owner | research/workstreams/2026-08-27-sprint-1/sprint-state.json |
| — | P14-S-004local_artifact | project boundary | first_party_docsread_by_lane_owner | AGENTS.md |
| — | P14-S-005local_artifact | current status | first_party_docsread_by_lane_owner | CURRENT_STATE.md |
| — | P14-S-006local_artifact | spine entry | first_party_docsread_by_lane_owner | knowledge/README.md |
| — | P14-S-007local_artifact | reuse shapes, plan-then-fill, unknowns | first_party_docsread_by_lane_owner | knowledge/00-MASTER-SYNTHESIS.md |
| — | P14-S-008local_artifact | A05/A07/A11/A15/A19/A20/A21/A22/A26/A37 | first_party_docsread_by_lane_owner | knowledge/02-ASSUMPTION-LEDGER.md |
| — | P14-S-009local_artifact | evidence routes | first_party_docsread_by_lane_owner | knowledge/03-EVIDENCE-MAP.md |
| — | P14-S-010local_artifact | P13/P14/P15 part records | first_party_docsread_by_lane_owner | site/system-map/data/parts.json |
| — | P14-S-011local_artifact | S1/S2 lane expectations | first_party_docsread_by_lane_owner | site/system-map/data/task-graph.json |
| — | P14-S-012local_artifact | picker/editing UX evidence | first_party_docsread_by_lane_owner | research/ui-pack-gallery-ux-2026-08-27.md |
| — | P14-S-013local_artifact | knob vector, integration modes, preference learning | first_party_docsread_by_lane_owner | research/actionmodel-builder-research-2026-08-26/phase-8/external-opus-inputs/CLAUDE-LANES-SYNTHESIS.md |
| — | P14-S-014local_artifact | lifecycle, nine families, T0-T4 anti-averaging, deferred status | first_party_docsread_by_lane_owner | research/actionmodel-builder-research-2026-08-26/phase-8/lanes/01-universal-block-framework/outputs/universal-block-framework.md |
| — | P14-S-015local_artifact | staged writes, authority ladder, ABSTAIN, kill rules | first_party_docsread_by_lane_owner | research/actionmodel-builder-research-2026-08-26/phase-8/lanes/05-composition-agent-evals/outputs/composition-agent-architecture.md |
| — | P14-S-016local_artifact | runtime decomposition, build-run state machine, sandbox/edge decisions | first_party_docsread_by_lane_owner | architecture/feature-matrix/ARCHITECTURE.md |
| — | P14-S-017local_artifact | seven gates, G5 receipts, N01-N15 | first_party_docsread_by_lane_owner | research/actionmodel-builder-research-2026-08-26/phase-2/outputs/evaluation-and-admission-plan.md |
| — | P14-S-018local_artifact | receipt schemas, kill/hold | first_party_docsread_by_lane_owner | research/actionmodel-builder-research-2026-08-26/phase-4/outputs/pilot-receipt-runbook.md |
| — | P14-S-019local_artifact | claim classes, stop rules | first_party_docsread_by_lane_owner | research/actionmodel-builder-research-2026-08-26/phase-3/outputs/decision-ledger.md |
| — | P14-S-020local_artifact | 67-surface census | first_party_docsread_by_lane_owner | research/actionmodel-builder-research-2026-08-26/phase-2/outputs/platform-deepdives.md |
| — | P14-S-021local_artifact | commercial matrix, coverage ledger | first_party_docsread_by_lane_owner | research/packs/source-files/builder-ecosystem-report.md |
| — | P14-S-022local_artifact | factory loop, failed-assumptions output | first_party_docsread_by_lane_owner | [private local source withheld] |
| — | P14-S-023local_artifact | operated mixed-shape runtime, two-object rollback, required proof | first_party_docsread_by_lane_owner | [private local source withheld] |
| — | P14-S-024run_artifact | commercial census produced by this run; 49 records | observed_behaviorproduced_by_lane | research/workstreams/p14-runtime-sandbox-release/runs/2026-08-27-sprint-1-fable/top-companies.jsonl |
| — | P14-S-025run_artifact | OSS census produced by this run; 80 records | observed_behaviorproduced_by_lane | research/workstreams/p14-runtime-sandbox-release/runs/2026-08-27-sprint-1-fable/top-repos.jsonl |
| — | P14-S-026run_artifact | innovation register produced by this run; 100 records | observed_behaviorproduced_by_lane | research/workstreams/p14-runtime-sandbox-release/runs/2026-08-27-sprint-1-fable/innovation-register.jsonl |
Source: site/system-map/data/parts.json#P14 · preserved research datasets remain inline below their source-backed synthesis.