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HyperDX

Summer 2022Acquired

Open-source, dev-friendly observability.

Save
HyperDX logo

HyperDX

Summer 2022Acquired

Open-source, dev-friendly observability.

Save
Company details

HyperDX assists engineers in resolving production bugs more quickly with simple workflows that take you from alert to resolution. You can get set up in a matter of minutes and correlate debug telemetry all in one place, including logs, metrics, traces, and browser session replays, allowing you to resolve issues faster than ever before.

HyperDX is open source and built on top of Clickhouse and S3, so customers can enjoy ten times the savings when compared to traditional vendors like Datadog.

Location
San Francisco, CA, USA
Founded
2022
Category
Developer Tools
YC Directory Pagehyperdx.io
Founders
  • MS
    Michael Shi
    Founder
    X / TwitterLinkedIn
  • WL
    Warren Lee
    Founder
    LinkedIn

HyperDX assists engineers in resolving production bugs more quickly with simple workflows that take you from alert to resolution. You can get set up in a matter of minutes and correlate debug telemetry all in one place, including logs, metrics, traces, and browser session replays, allowing you to resolve issues faster than ever before.

HyperDX is open source and built on top of Clickhouse and S3, so customers can enjoy ten times the savings when compared to traditional vendors like Datadog.

Location
San Francisco, CA, USA
Founded
2022
Category
Developer Tools
YC Directory Pagehyperdx.io
Founders
  • MS
    Michael Shi
    Founder
    X / TwitterLinkedIn
  • WL
    Warren Lee
    Founder
    LinkedIn

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On this page
  • Overview
  • Founding Story
  • Timeline
  • What They Built
  • Market Position
  • Target Customers
  • Market Size
  • Competition
  • Business Model
  • Traction
  • Post-Mortem
  • The pivot widened the debugging budget
  • Dependency became complementarity
  • Integration proved more than the announcement
  • Key Lessons
  • Sources

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Exec Briefing

Actionable insights

If you only have a few minutes to spare, here’s what investors, operators, and founders should know about HyperDX (S22).

  1. The pivot preserved the job. Moving from flaky-test debugging to production debugging widened the budget while retaining a clear developer-experience mission.
  2. The application layer completed the primitive. A database alone lacked ingestion, investigation, alerts, and replay, making the workflow strategically valuable to its dependency.
  3. Internal adoption beat partnership theater. The eventual buyer used the product over its own large telemetry estate before acquiring it, without evidence of prior investment or ownership.
  4. Brand absorption can preserve product. MIT releases remain active while the interface increasingly carries the buyer's ClickStack identity; technical survival and standalone-cloud status are separate questions.

Overview

HyperDX is an open-source observability product founded in 2022 by Michael Shi and Warren Lee and acquired by ClickHouse in March 2025. It unifies logs, metrics, traces, errors, and session replay around OpenTelemetry, ClickHouse, and object storage. The product began as DeploySentinel, a browser-test recorder, before the team moved from debugging flaky tests to debugging production systems.[1]

This was an acquisition success, not a distress outcome. HyperDX built the ingestion, investigation interface, alerts, and session-replay layer that ClickHouse lacked. ClickHouse had already adopted the product internally, then acquired the team and made the interface central to ClickStack. Deal terms and standalone cloud status remain unresolved, while the MIT repository and ClickStack product line are active.

Founding Story

YC identifies Michael Shi and Warren Lee as the founders of a four-person Summer 2022 company. Shi had led developer experience at LogDNA, later Mezmo, while Lee had been the first site-reliability engineer at an earlier startup.[2] The public record does not establish when they met or their original division of responsibilities.

Shi began DeploySentinel as a side project by January 2022. Its first product was a Chrome and Firefox recorder that converted browser actions into Playwright or Puppeteer tests.[3][4] By the August 2022 Launch HN, it had become an end-to-end testing service focused on flaky tests and maintenance, a problem Shi had encountered in a prior job.[5]

The pivot preserved the debugging mission while widening its surface. The founders had repeatedly jumped among Bugsnag, LogRocket, and CloudWatch, manually carrying identifiers and timestamps between tools to find one root cause. In May 2023, Shi rebranded the suite as HyperDX so continuous-integration and production debugging could live in one product.[6]

HyperDX chose ClickHouse as its database from the beginning and made open source a distribution principle. Explaining the permissive license, Shi wrote, “We want to make observability accessible.”[2] The corpus preserves one exact founder quote suitable for reproduction, not the two requested by the canonical format. No second founder quote is invented.

Timeline

  • January 2022: Shi documented the DeploySentinel side project.[3]
  • August 3, 2022: DeploySentinel launched on Hacker News as an end-to-end testing service, receiving 56 points and 36 comments.[5]
  • May 16, 2023: The company announced the HyperDX rebrand and production-observability product.[6]
  • September 18, 2023: HyperDX's open-source Launch HN reached 722 points and 163 comments.[2]
  • April 2, 2024: HyperDX Local bundled the collector, ClickHouse, and UI in one container.[7]
  • March 5, 2025: A forwarded customer email said DeploySentinel Inc. would be acquired. Its future tense makes this pre-close communication, not the strongest completed-deal record.[8]
  • March 13, 2025: ClickHouse announced in completed tense that it had acquired HyperDX. This is the public completed-deal announcement, not proof of the legal closing date.[9]
  • May 29, 2025: ClickHouse launched ClickStack around HyperDX, OpenTelemetry, and ClickHouse.[10]
  • 2026: HyperDX releases continued, and ClickHouse increasingly called it the ClickStack UI.[11]

What They Built

HyperDX combined logs, traces, errors, session replay, and early metrics in one investigation interface. OpenTelemetry supplied vendor-neutral collection. ClickHouse supplied columnar search. S3 supplied object storage. Trace and session identifiers correlated signals so an engineer could move from a browser replay to a backend span or matching log without copying timestamps across products.[2]

HyperDX observability interface showing correlated telemetry
HyperDX's unified investigation interface for correlated telemetry.

The user flow started with Lucene-style search or optional SQL, continued through native JSON and live tailing, and turned a useful query into an alert or dashboard. Current capabilities include APM and correlation across OpenTelemetry data.[12]

Y

Launch HN: HyperDX (YC S22) – Open-source observability platform

722 points163 comments

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