HyperProbe
HyperProbe is a YC S26-backed company building a runtime debugging SDK that lets AI coding agents capture live variable state from production Java, Node.js, and TypeScript services without redeployment, serving backend and platform engineering teams.
- Company typePrivate
- Founded2026
- HeadquartersSan Francisco, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What HyperProbe does
HyperProbe is an early-stage, Y Combinator S26-backed software company building a runtime debugging platform for production software. Its core product is an SDK that instruments Java, Node.js, TypeScript, Scala, and Kotlin services to enable non-blocking, read-only live breakpoints in production environments without thread pausing, redeployment, or restart. When a breakpoint is hit, the agent captures the exact runtime state at the moment of failure, including variable values, stack traces, database connection-pool conditions, and silent null returns, with PII redacted in-memory before any snapshot leaves the customer's infrastructure. A VS Code plugin (with an IntelliJ plugin on the roadmap) provides the IDE-side interface for setting breakpoints, and native integrations with Cursor, Claude Code, and Codex let AI coding agents command the SDK to probe specific lines and feed the snapshot back into the agent's diagnostic loop.
On top of captured snapshots the company layers an AI Diagnosis module that generates plain-English root-cause reports, blast-radius estimates, and suggested fixes. The architecture is positioned as complementary rather than competitive with traditional APM and logging tools: the company frames HyperProbe as filling the diagnostic gap between 'something broke' (Datadog-style alerting) and 'here is why' (variable-state inspection). Commercial customers referenced publicly are CheQ Digital in FinTech and Housing.com in Real Estate Technology, each with a named testimonial describing resolution of production bugs that traditional observability had not surfaced.
The business model is a SaaS subscription for the runtime data platform, currently gated behind a free Early Access tier with no publicly disclosed pricing. The go-to-market is a hybrid motion: a product-led growth path with instant SDK installation and a VS Code plugin enabling engineers to place their first live breakpoint within roughly 20 minutes, paired with a sales-assisted enterprise path delivered via personalized Calendly-based demos and onboarding of every early-access customer. Y Combinator's brand and alumni network are leveraged prominently as a top-of-funnel distribution channel. The company is headquartered in San Francisco, has 1-10 employees, and is led by founder Shailendra Singh.
HyperProbe firmographics
Firmographics- Name
- HyperProbe
- Legal name
- Hyperprobe
- Website
- https://hyperprobe.co
- Company type
- Private
- Founded year
- 2026
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- HyperProbe is a YC S26-backed company building a runtime debugging SDK that lets AI coding agents capture live variable state from production Java, Node.js, and TypeScript services without redeployment, serving backend and platform engineering teams.
- Ownership category
- akta.pro rank
HyperProbe industry classification
Industry- Product category
- Production Debugging Platform
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Testing, Automation, Crash Reporting & Telemetry SDKs (MPAFAFAM)
- akta.pro secondary industry
- GraphQL, gRPC & Modern API Protocols (BPAMAOAK)
Keywords
Where HyperProbe is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Markets served
HyperProbe business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- SDK/Platform Subscription: SaaS subscription model for the runtime debugging platform. Early Access tier available free to start. Pricing likely tiered based on services monitored or usage volume.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Early Access - Free to Start |
Go-to-market motion3 records
Distribution channels2 records
Marketing channels4 records
HyperProbe product offering
Product offeringCore offering
HyperProbe provides a runtime data layer SDK that lets AI coding agents (Cursor, Claude Code, Codex) and developers capture actual runtime state from running services via non-blocking probes, eliminating redeployments during production debugging. The SDK supports Node.js, TypeScript, Java, Scala, and Kotlin, features a read-only architecture with in-memory PII redaction, and includes an AI Diagnosis layer that produces plain-English root cause reports.
Product overview
HyperProbe is a unified runtime debugging platform for AI-native software engineering teams. The core product is the HyperProbe SDK/Agent, which instruments Java, TypeScript, and Node.js services to enable non-blocking, read-only live breakpoints in production without redeployment. The AI Diagnosis module layers on top of captured snapshots to auto-generate plain-English root cause reports, causal chains, and fix recommendations. The VS Code Plugin (and planned IntelliJ Plugin) provides the IDE-side UX for placing breakpoints and viewing snapshots. The platform is Y Combinator S26-backed and in Early Access — Free to Start.
Differentiator
Problem solved
Functional benefit
Products and services
- HyperProbe SDK / Runtime Data Layer A runtime instrumentation SDK (Java, TypeScript, Node.js, Scala, Kotlin) that enables live, non-blocking breakpoints in production services without redeployment. The agent captures actual variable state, stack traces, and DB connection pool metrics at the moment of failure, with PII redacted in-memory before any snapshot leaves the customer's infrastructure. Targeted at software engineering teams using AI coding agents who need to debug production without redeploying.
- VS Code Plugin A VS Code extension that lets engineers set live breakpoints directly in the IDE, trigger HyperProbe probes on running production services, and view captured snapshots — all without redeploying or restarting the service. Designed for backend and platform engineers debugging JVM and Node.js services.
Quantifiable outcome
- MTTR reduced from 3-4 hours to 9 minutes
- +4 more outcomes
Companies that use HyperProbe
Customer profileNamed customers2 records
Segments2 records
Ideal customer profiles1 record
HyperProbe technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability4 records
Feature5 records
HyperProbe partnerships and signals
Strategic signalScale indicators6 records
Recent moves6 records
Expansion highlights5 records
HyperProbe competitors and assessment
Company assessmentEmerging players
- Highlight.io: Open-source full-stack observability platform combining error monitoring, session replay, and logs. Emerging alternative for engineering teams looking for unified debugging and runtime context.
- Embrace: Mobile observability platform that captures user sessions, crashes, and runtime signals for mobile apps. Comparable in spirit to HyperProbe's runtime data layer concept, focused on the mobile stack.
Broad incumbents
- New Relic: Established APM and observability platform with deep enterprise penetration. Competes with HyperProbe for the production-debugging budget through its existing APM and error analytics capabilities.
- Datadog: Dominant full-stack observability and APM platform. Now owns Rookout, making it the most likely incumbent to bundle live runtime debugging directly into its existing enterprise footprint.
- Sentry: Widely adopted error monitoring and debugging platform that surfaces production exceptions and stack traces. Broader and more mature than HyperProbe but addresses the same production-debugging pain with a different capture model.
- Honeycomb: Observability platform focused on high-cardinality event data and incident debugging. Competes for the same engineering buyer as HyperProbe with a logs/events-driven approach to root cause analysis.
- Dynatrace: Enterprise observability and APM platform with automated root cause analysis. Comparable to HyperProbe's AI Diagnosis layer but as part of a much broader enterprise monitoring suite.
Direct peers
- Lightrun: Production debugging platform offering live logs, snapshots, and metrics insertion without redeploying. Closely aligned with HyperProbe's value proposition of inspecting runtime state in live services.
- Rookout: Live debugging platform that lets engineers set non-breaking breakpoints in production code to capture variable state without redeploying. Now owned by Datadog, it is the most direct historical analog to HyperProbe's runtime debugging SDK.
- Thundra: Serverless and cloud-native debugging and observability platform that captures runtime data from distributed services. Comparable to HyperProbe in targeting production debugging for modern backend stacks.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
HyperProbe social profiles
Digital presenceHyperProbe financial estimates
Financial estimateRevenue estimate
Valuation estimate
HyperProbe leadership team
Management profileNumber of profiles
Profiles1 record
HyperProbe funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
HyperProbe M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about HyperProbe
What does HyperProbe do?
HyperProbe provides a runtime data layer SDK that lets AI coding agents (Cursor, Claude Code, Codex) and developers capture actual runtime state from running services via non-blocking probes, eliminating redeployments during production debugging. The SDK supports Node.js, TypeScript, Java, Scala, and Kotlin, features a read-only architecture with in-memory PII redaction, and includes an AI Diagnosis layer that produces plain-English root cause reports.
Is HyperProbe a public or private company?
HyperProbe is a private company. It is classified as venture growth investor backed and is currently operating.
When was HyperProbe founded?
HyperProbe was founded in 2026. It employs 1 to 10 people.
Where is HyperProbe based?
HyperProbe is headquartered in San Francisco, United States, in the North America region.
How does HyperProbe make money?
One revenue line is on record: SDK/Platform Subscription.
Who are HyperProbe's main competitors?
Emerging players on record are Highlight.io and Embrace. Broad incumbents are New Relic, Datadog, Sentry, Honeycomb and Dynatrace. Direct peers are Lightrun, Rookout and Thundra.
Does HyperProbe have an API?
No public API is recorded for HyperProbe.
What industry is HyperProbe in?
HyperProbe's product category is Production Debugging Platform. Its primary akta.pro industry code is MPAFAFAM, Testing, Automation, Crash Reporting & Telemetry SDKs, with a secondary code of BPAMAOAK, GraphQL, gRPC & Modern API Protocols. Its NAICS code is 51821 and its SIC code is 7372.