Streamwake
Vendor-neutral
Streaming video · autonomous incident response

A vendor-neutral incident-response workflow for streaming video.

Streamwake is testing a governed loop for investigating failures, reviewing remediation, and checking viewer recovery across selected streaming examples. The public walkthroughs are evidence for the workflow, not a claim of universal connector coverage or autonomous production recovery.

CONCEPTUAL

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The full operational loop · verified recovery closes the cycle

Compare the loop with traditional monitoring
From detection to fixCONCEPTUAL
DetectSignals joined into one incident view
DecideRoot cause ranked before remediation
ActScoped fixes are proposed for approval
VerifyRecovery checked before the incident closes

Fixed is not the same as recovered: the incident closes only after the original viewer signal agrees. The benchmark explains the measurement framework and labels any sample or published result with its provenance. Read the quarterly streaming-reliability benchmark.

The difference in one view

Monitoring and incident response are different workflows.

Monitoring can surface a signal. This comparison maps a proposed governed response loop from first evidence to a reusable incident record; it is not a universal claim about every monitoring product or deployment.

CONCEPTUAL

Claim status labels: see definitions.

Seven-stage loopOne shared response order.
Traditional monitoringStreamwake incident response
  1. Detect
    Traditional monitoring

    Emits a threshold, health, or alert signal.

    Proposed Streamwake workflow

    Correlates the relevant streaming signals into one incident surface.

  2. Investigate
    Traditional monitoring

    Leaves the operator to open dashboards and correlate the evidence.

    Proposed Streamwake workflow

    Joins cross-layer evidence and presents a ranked root cause with explicit confidence.

  3. Decide
    Traditional monitoring

    Exposes charts and runbooks while the operator selects the next step.

    Proposed Streamwake workflow

    Proposes a typed, scoped remediation with its rationale.

  4. Approve
    Traditional monitoring

    Can alert, but does not itself provide a governed action checkpoint.

    Proposed Streamwake workflow

    Requires role-scoped human approval before a permitted write.

  5. Act
    Traditional monitoring

    Hands the operator a runbook or vendor-console change.

    Proposed Streamwake workflow

    Runs the approved action within the defined blast radius and records the action.

  6. Verify
    Traditional monitoring

    Returns the operator to aggregate health dashboards.

    Proposed Streamwake workflow

    Re-probes the affected viewer surface and confirms viewer-level recovery before closure.

  7. Learn
    Traditional monitoring

    Leaves the postmortem as a separate manual follow-up.

    Proposed Streamwake workflow

    Captures evidence, decisions, actions, and outcome in a reusable incident record.

Workflow note: This is a workflow distinction, not a claim that every monitoring product behaves identically.

Read the canonical comparison
What this is, in five lines

The streaming incidents your team handles tonight decide next quarter.

Five hard metrics that come out of a primetime fixture — and that your leadership reads off the streaming line the morning after. Streaming reliability is not an engineering metric. It is a business metric.

Viewer loss
UNSUBSTANTIATED

A planning lens for viewer impact when a stream breaks; the homepage does not publish a causal benchmark for a ninety-second outage.

Revenue risk
UNSUBSTANTIATED

A planning lens for revenue exposure during playback failures; customer-specific ad, sponsorship, and SLA effects require evidence from the customer environment.

Support load
UNSUBSTANTIATED

A planning lens for support load after a primetime failure; the homepage does not claim a measured reduction in tickets.

Engineering time
UNSUBSTANTIATED

A planning lens for engineering time spent in incident response; no customer-specific time saved is claimed here.

Confidence
UNSUBSTANTIATED

A planning lens for stakeholder confidence after incidents; any business impact should be measured with the customer’s own reliability data.

What Streamwake actually does

Three capabilities, end to end across the streaming stack.

Three capabilities, end to end — explainable to a non-engineer, without softening the technical credibility underneath.

TESTED

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Correlate
TESTED
Join every signal into one typed incident
The proposed workflow groups encoder, CDN, DRM, audience, and player evidence into one incident record; published examples show the format without claiming universal connector coverage.
Recommend
TESTED
Propose the smallest safe remediation
Controlled examples show typed remediation candidates with confidence and a smallest-safe action for operator review; production write coverage remains scope-specific.
Verify
TESTED
Re-probe the same signal bus post-action
Published walkthroughs use original-failure recovery criteria before closing an example incident; this is not a guarantee that every viewer or failure mode recovers.
From ingest to experience

Streamwake maps a proposed workflow across the pipeline —
not a universal coverage claim.

The diagram shows where a governed response workflow could observe, classify, and document evidence. Published case studies are labeled separately; connector coverage and automated actions require evaluation.

CONCEPTUAL

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IngestBETA
PackageTESTED
PlayTESTED
ExperienceTESTED
  1. Stage 01Ingest
    BETAWatches the ingest bus

    Source signals from encoder, CDN, and DRM land on one bus.

    Learn more →
  2. Stage 02Package
    TESTEDClassifies package drift

    Per-title CMAF, HLS, and DASH profiles with the right DRM and captions.

    Learn more →Read the manifest-timeout case study →
  3. Stage 03Deliver
    UNSUBSTANTIATEDRoutes around CDN brownouts

    Health-weighted multi-CDN routing that rebalances on demand.

    Learn more →
  4. Stage 04Play
    TESTEDVerifies startup QoE

    Viewer-side QoE from the MIT-licensed player SDK, joined with engagement.

    Learn more →
  5. Stage 05Experience
    TESTEDReports engagement + recovery

    Engagement and QoE written up before the next session starts.

    Learn more →Read the live-event case study →
Incident walkthroughs

Four incident types,
walked through end to end.

Published walkthroughs — what the response classified, what it changed or kept bounded, what it surfaced for the on-call, and what made it into the analysis. Not a feature catalog. `TESTED` means the linked controlled example is repeatable; it does not imply production-wide coverage.

Claim status labels: see definitions.

Encoder · Live
TESTED
Break the Stream
A live encoder regression rolls the bitrate ladder mid-broadcast — ABR switches overshoot, Samsung TVs buffer, EU viewers see black frames for ~40 s.
Viewer impactRead the writeup
Network · Mis-attribution
TESTED
ISP congestion vs CDN failure
Last-mile ISP congestion masquerades as a CDN outage — operators page the wrong team, the manifest gets reissued, and viewers only get worse.
Viewer impactRead the writeup
DRM · Validation
TESTED
DRM license validation latency spike
Widevine license handshakes balloon from 180 ms to 4 s after a keyserver cold start — premium-tier viewers see a “content not available” wall.
Viewer impactRead the writeup
Cross-channel · Synthetic
TESTED
WBD multi-channel outage
Two public scope reports become a source-separated timeline, ranked illustrative hypotheses, a seven-stage Consistency Pass, and viewer-first recovery criteria — with no WBD root cause claimed.
Viewer impactRead the writeup
Outcomes by failure mode

What it fixes,
per incident type.

Six failure modes used in published patterns and proposed walkthroughs. The status tag on each card distinguishes a controlled example from a conceptual response path.

Claim status labels: see definitions.

CDN · Brownout
CONCEPTUAL
CDN brownout
Illustrative response path for an edge outage or cache-miss under load: compare POP health, isolate the affected cohort, and document the routing decision before claiming recovery.
DRM · Latency
CONCEPTUAL
DRM latency
Illustrative response path for a cold keyserver: inspect license latency and test cache or routing hypotheses. The card does not claim automatic DRM recovery.
Encoder · ABR
TESTED
Encoder regression
A published pattern describes ABR-ladder overshoot and possible remediation hypotheses; implementation and encoder control remain evaluation scope.
Manifest · Drift
TESTED
Manifest drift
A published pattern describes HLS/DASH drift signals and a proposed clean-source re-packaging path; it is not a guarantee of automatic correction.
Device · Startup
CONCEPTUAL
Device failure
Illustrative response path for player-init stalls: separate device and attach signals before proposing a route or playback change. Viewer recovery requires a scoped test.
Network · Last-mile
TESTED
Regional congestion
A published troubleshooting pattern compares ISP/IXP and CDN hypotheses with parallel probes; the correct branch and any route change remain evaluation-specific.
Final step

Bring us your last streaming incident — we'll map a proposed Streamwake walkthrough.

Describe a recent outage — encoder, CDN, ISP, or DRM — and the team can return a no-cost, evidence-bounded walkthrough. It is an evaluation conversation, not a guarantee that Streamwake would have prevented or fixed the incident.

CONCEPTUAL

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How it works · engineering view

See the agents running on a live channel.

A public Mux test stream below, an agent console polling it every five seconds, and the surface shown in the controlled demo — what gets instrumented, what gets routed, and what gets written up. This is not evidence of production incident automation.

TESTED

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Source surface
stream.live · demo channel
LIVE
demo · Big Buck Bunny (HLS)HLS · 720p
source: mux public test assetautoplay · muted
Agent console
agents.live · waiting
TESTED
idle
POST /api/v1/streams with { "sourceUrl": "https://…" } to register a stream.
waiting for first stream…
last action: —uptime —
Incident-drivendemo reasons over tickets
5-s probedemo channel polling
Cataloged surfacessources + destinations
Public statusproduction demo page
Our mission

Vendor-neutral. Verifiable recovery.

A proposed operating model from the first signal to a documented recovery check.

CONCEPTUAL

The concept extends beyond root-cause analysis: govern a remediation proposal and document the recovery check before an example incident closes. The published material is vendor-neutral in framing; implementation scope still requires evaluation.

Operational lifecycle, end to end

Detect. Investigate. Decide. Approve. Act. Verify. Learn.

The proposed loop gives operators a shared order for evidence, recommendation, approval, action, verification, and learning. Controlled walkthroughs show the sequence; they do not establish that every step runs against every vendor.

TESTED

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Step 01
CONCEPTUAL
Detect
The proposed workflow joins per-channel QoE, encoder health, CDN egress, and DRM latency signals before an operator reviews the evidence. A copilot query can be tested against the most recent controlled event fixture.
Step 02
CONCEPTUAL
Investigate
In the proposed workflow, recent history and cross-domain signals are grouped into a typed incident with the affected surface and timeframe attached.
Step 03
CONCEPTUAL
Decide
A proposed remediation candidate includes confidence and a smallest-safe action for operator review; the homepage does not claim that the action is automatically applied in production.
Step 04
CONCEPTUAL
Approve
The proposed governance step keeps a permitted operator between recommendation and any vendor-config write, with the approval boundary stated explicitly.
Step 05
UNSUBSTANTIATED
Act
Illustrative approved actions include rerouting egress, rolling a flag, or re-packaging a title; the exact connector and execution scope still require evaluation.
Step 06
TESTED
Verify
The proposed loop re-checks the original failure signal before closing an incident; published walkthroughs show the recovery criteria without guaranteeing universal recovery.
Step 07
TESTED
Learn
A structured postmortem is a proposed output of the loop. The published examples show the record format; destination delivery remains scope-specific.
From ingest to playback

A developer-first view of the pipeline,
with coverage still in evaluation.

A clean developer-first surface sits on top of encoding, packaging, multi-CDN delivery, DRM, and viewer analytics — so the agent sees the same picture your team sees.

BETA

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Encode
CONCEPTUAL
Just-in-time encoding
A conceptual just-in-time encoding path would select renditions per title and request; no blanket production coverage is claimed here.
Deliver
UNSUBSTANTIATED
Multi-CDN routing
A proposed multi-CDN workflow would compare health signals and recommend a route change; connector coverage and autonomous execution remain unsubstantiated.
Package
TESTED
Per-title packaging
Published walkthroughs use CMAF, HLS, and DASH examples to illustrate per-title packaging; this does not establish support for every DRM, caption, or ad-marker path.
Protect
UNSUBSTANTIATED
DRM that survives rotation
A proposed DRM observability path covers license latency and rotation as evaluation targets; recovery across Widevine, FairPlay, and PlayReady is not yet substantiated.
Measure
TESTED
QoE + engagement reports
The player SDK and benchmark materials demonstrate a tested way to discuss playback quality and engagement; destination delivery is still scope-specific.
Operate
TESTED
Developer-first API
The checked-in web SDK source and documented REST contract support controlled evaluation; public npm and CDN distribution remain unverified, and typed webhook coverage varies by route and connector.
Explore the surface

Try it, read it, or price it.

Read-only
UNSUBSTANTIATED
Stream Check
Paste any live URL and get a 30-second health report. No signup.
Try it
TESTED
Incident Lab
Pick a real incident pattern and watch a controlled incident pattern walkthrough.
Try it
TESTED
Demo
See a staged outage walkthrough, end to end.
Read-only
CONCEPTUAL
Streaming incident cost
A 30-second interactive estimate using your own planning assumptions.
Status pages

A status page your viewers can trust,
on your own account.

Branded per-account hosted status page — incident posting, a structured timeline of updates, end-user email subscriber notifications, and a public embeddable badge. Live, public, no login needed to view.

PRODUCTION

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Per-account hosted
/status/<your-slug>
Branded, public, no login required to view. Your account, your brand, your slug.
Incident timeline
Post · update · close
An operator posts an incident, each update hits the structured timeline, the postmortem lands at close. Subscribers see a real card, not a raw status string.
Subscriber notifications
Email on a real flip
End users subscribe with email; an hourly cron emails the moment a status flips — never on a no-op, idempotent across transitions.
Shipped this quarter

What’s live now.

Surfaces that shipped this quarter — grounded in the routes linked below, not reserved for the roadmap.

TESTED

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Copilot
BETA
Natural-language incident query
An authenticated app route demonstrates natural-language incident queries against recent detected events; broader copilot availability remains in evaluation.
Sources
BETA
Vendor-agnostic source connector
The integration catalog documents source and observability surfaces for evaluation. A listed connector is not a blanket production-support claim.
OSS SDK
PLANNED
Open-source player SDK
The checked-in @streamwake/player-sdk source documents <video> and optional hls.js quality events; public distribution is unverified, so validate the contract against your player before rollout.
Status
PRODUCTION
Branded public status pages
The public demo exposes a per-account status page with incident posting, a structured timeline, and no-login viewing. Subscriber behavior is documented on the status surface.
Badge
PRODUCTION
Embeddable status badge
The public demo exposes a shareable SVG badge with a documented embed and polling behavior; it proves the badge surface, not every incident workflow.
Destinations
BETA
Routing agents where teams already live
These destinations are listed as integration targets. Throttling, idempotency, and delivery behavior require connector-specific evaluation.
Benchmark
TESTED
Quarterly streaming-reliability snapshot
Published benchmark material explains a vendor-neutral methodology and provenance for the figures shown; it is not a promise of customer-specific performance.
Partners
CONCEPTUAL
Streamwake for streaming platforms
A partner-facing concept page describes a possible onboarding rhythm and application path; it is not evidence of a live partner rollout.
Partners
CONCEPTUAL
Partner FAQ
A partner FAQ collects proposed integration and support terms for discussion; availability and timing are agreed case by case.
Partners
TESTED
Partner walkthrough
A controlled walkthrough script for partner conversations, with observable artifacts to check in a demo; it does not prove production deployment.
Partners
TESTED
Partner ROI calculator
A browser-only planning calculator models illustrative incident load and MTTR assumptions; projected return is not a validated customer outcome.
Partners
PLANNED
Technical integration guide
The documentation shows the checked-in SDK and API wire contracts for controlled evaluation; public SDK distribution, connector coverage, and rollout scope still require confirmation.
Wired into your stack

Postmortems land where your team already lives.

The proposed platform story joins infrastructure and viewer evidence into a shared record. Published materials show the format; connector and delivery coverage remain evaluation-specific.

  • Single event bus for encoding, CDN, DRM, and QoE signals.
  • Typed webhooks + REST for ingest, packaging, and ops.
  • Checked-in @streamwake/player-sdk source for web telemetry; public distribution remains unverified, with REST surfaces for mobile and console.
  • Vendor-agnostic ingest — connect Mux or AWS MediaLive + MediaPackage with one POST and Streamwake handles the rest.

Cataloged integrations

BETA
17 surfaces
Telemetry sources10
Prometheus0.0.4 scrape
OpenTelemetryOTLP/HTTP push
Grafanametric export
Datadogmetrics · traces
New RelicNRQL · APM
Akamaiedge telemetry
Fastlyedge logs · RT
Mux DataQoE views
Cloudflare Streamplayback events
AWS MediaLive + MediaPackagechannel + origin
Alert destinations7
Slackalerts · postmortems
Linearissue sync
PagerDutypaging · rotations
Opsgeniealert routing
Discordcommunity alerts
Email digestper-account digest
GitHub Actionspublish · rollback

Browse the full catalog in /app/integrations — listed surfaces still need connector-specific evaluation.

Frequently asked

Questions teams ask
before turning the loop on.

Still on the fence? Write to us.

CONCEPTUAL

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Bring an agent on call

Fewer 3 a.m. pages.
A team that sleeps.

Streamwake is in early access with engineering teams running live and on-demand video. If you’re running video infrastructure today and you want to see how the agent loop fits your pipeline — write to us.

Register a stream, get agent-driven health, rebalancing, and auto-postmortems.

or use the contact form
Operator-confidential walkthrough

Your last incident.
A walkthrough, on us.

Send a 2–3 sentence summary of the streaming incident you keep replaying. We'll come back with a walkthrough of how Streamwake's agents would have classified, fixed, and written it up — no sales pitch, no commitment. Free, and your details never leave the operator inbox.

Free. Operator-confidential. Replies from a person on the team within two business days.

or use the contact formBrowse the /resources hub