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Ability to collect data about software execution
of observability varies by vendor: Observability is the process of making a system’s internal state more transparent. Systems are made observable by the
Observability_(software)
Collecting and analyzing telemetry from AI systems in production
control theory, observability is a measure of how well the internal state of a system can be inferred from its external outputs. AI observability is often distinguished
AI_observability
American technology company
provides an AI-powered observability platform. Their software is used to monitor, analyze, and optimize application performance, software development, cyber
Dynatrace
Artificial intelligence software company
Braintrust is an American artificial intelligence software company that develops evaluation and observability tools for large language model (LLM) applications
Braintrust
Software debugging technique
trace Debugging Instrumentation (computer programming) Logging Observability (software) Meta-tracing "The Tracing Book". Archived from the original on
Tracing_(software)
American software company
Honeycomb (stylized as honeycomb.io) is an American software company known for its eponymous observability and application performance management (APM) platform
Honeycomb_(company)
Provider of application and network performance management products
NETSCOUT) is an American technology company that specializes in software observability, deep packet inspection, DDoS mitigation and AIOps. Headquartered
NetScout_Systems
Open-source database management system
observability platform built on ClickHouse, providing a user interface and observability tooling that were integrated into ClickHouse's observability
ClickHouse
American technology company
Datadog, Inc. is an American company that provides an observability service for cloud-scale applications, providing monitoring of servers, databases,
Datadog
Open-source analytics and visualization platform
Telemetry for telemetry optimization and Grafana Assistant for AI-assisted observability workflows. Grafana Enterprise contains features including LDAP team
Grafana
American technology company
real time. With a focus on cyber security and observability, Splunk describes its on-premises software and SaaS products as SIEM, SOAR (Security Orchestration
Splunk
Record of procedures for IT system staff
Support automation Prompt book Observability (software) Security orchestration § Playbooks and runbooks IBM has a software product called "IBM Runbook Automation
Runbook
American web tracking and analytics company
The Oregonian. Retrieved May 4, 2022. "New Relic acquires Kubernetes observability platform Pixie Labs". TechCrunch. December 10, 2020. Retrieved August
New_Relic
Open source search engine
management for LLM token optimization, and expanded Prometheus support for observability workloads. OpenSearch is a Lucene-based search engine that started as
OpenSearch_(software)
American software company
Sift is an American software company that develops telemetry and observability infrastructure for hardware systems. The company was founded in 2022 by
Sift_(company)
American software company
2024. Vizard, Mike (2023-07-19). "Postman Acquires Akita Software to Gain API Observability". DevOps.com. Retrieved 2026-07-06. "Postman Acquires liblab
Postman,_Inc.
open-source software (FOSS) packages, computer software licensed under free software licenses and open-source licenses. Software that fits the Free Software Definition
List of free and open-source software packages
List_of_free_and_open-source_software_packages
American cloud computing and virtualization company
architecture. VMware's desktop software runs on Microsoft Windows, Linux, and macOS. VMware ESXi, its enterprise software hypervisor, is an operating system
VMware
Privately held software company based in California
2026-06-22. Novinson, Michael (18 June 2026). "Quest Software Acquires Identity Observability Vendor Anetac". bankinfosecurity.com. Retrieved 2026-06-22.
Quest_Software
American information technology company
Operating System), providing a consistent software architecture, automation framework, telemetry, observability, and operational model across data center
Arista_Networks
Measuring user behavior on the web
software Mobile Web Analytics Observability (software) Online video analytics Post-click marketing Session (web analytics) Web log analysis software Web
Web_analytics
Extent to which software can be tested
Software testability is the degree to which a software artifact (e.g. a software system, module, requirement, or design document) supports testing in a
Software_testability
Service networking platform
security, observability, and resilience for all application traffic. HashiCorp announced on August 10, 2023, that it changed the license of its software from
Consul_(software)
Process of managing log data
base Logging as a service Observability (software) Security information and event management Syslog Web log analysis software NIST SP 800-92r1, Cybersecurity
Log_management
Process of planning software solutions
Software design is the process of conceptualizing how a software system will work before it is implemented or modified. Software design also refers to
Software_design
Condition that must be satisfied for an engineered work to be acceptable
verification process. With iterative and incremental development such as agile software development, requirements are developed in parallel with design and implementation
Requirement
This is a list of computational physics software which includes programs used to model, simulate, and analyze physical systems across electromagnetics
List of computational physics software
List_of_computational_physics_software
Real-time observability platform
Netdata is a real-time observability platform for monitoring infrastructure and applications. The project started in 2016 as an open-source system monitoring
Netdata
U.S. information technology company
Inc., a Reston-based provider of eBPF-powered, cloud-native network observability and real-time network intelligence. MantisNet’s agentless telemetry
F5,_Inc.
Technical publishing system
documents mixed with executable code including Python, R, Julia, and Observable JavaScript into static formats including PDF, HTML, MS Word, PowerPoint
Quarto_(software)
Monitoring and management of performance and availability of software applications
vendors by the term Observability. Often, monitoring is seen as the technical process of data collection, whereas observability is seen as the capability
Application performance management
Application_performance_management
American technology company
2022. Scannell, Ed (October 6, 2022). "ServiceNow buys Era Software to unify observability strategy". TechTarget. Retrieved July 31, 2026. Shelly Kramer
ServiceNow
GNSS receiver implemented in software
A software GNSS receiver is a Global Navigation Satellite System (GNSS) receiver that has been designed and implemented using software-defined radio stations
GNSS software-defined receiver
GNSS_software-defined_receiver
Connection between computers or programs
between computer programs. It is a type of software interface, offering a service to other pieces of software. A document or standard that describes how
API
American software company
Funding, Expands Data Observability Pipeline Lineup | CRN". www.crn.com. Retrieved 2024-06-19. "Cribl sets out to fix IT observability lock-in with $35M from
Cribl.io
Infrastructure layer for facilitating service-to-service communication
communication layer can provide numerous benefits, such as providing observability into communications, providing secure connections, and automating retries
Service_mesh
Use of software engineering practices for IT
with a goal to reduce risks to availability, latency, and efficiency. Observability, the ability to ask arbitrary questions about a system without having
Site_reliability_engineering
System for ordering algorithmic trades
selling decisions on observable market trends. For years, various forms of trend following have emerged, like the Turtle Trader software program. Unlike financial
Automated_trading_system
Language model application development framework
API. In February 2024 LangChain released LangSmith, a closed-source observability and evaluation platform for LLM applications, and announced a US $25
LangChain
Cloud-based data-warehousing company
bring-your-own-cloud (BYOC) deployments and provides enterprise governance, observability, and security features. Snowflake supports workloads such as machine
Snowflake_Inc.
Cloud computing model
fallacies: Versioning is simple Compensating transactions always work Observability is optional Monitoring and debugging serverless applications can present
Serverless_computing
American Internet measurement company
company changed its name to Kentik in 2015. Kentik's Network Observability Cloud is a software-as-a-service (SaaS) product that ingests NetFlow and other
Kentik
Concept in telecommunications
emphasise cloud-native software, API-first integration, data pipelines, and AI-enabled automation. Operators increasingly adopt observability, closed-loop assurance
OSS/BSS
American information technology company
information technology company. Its products consist of software and hardware focused on Unified Observability, Network Visibility, End User Experience Management
Riverbed_Technology
Company behind search engine Elasticsearch
Elastic is a Dutch-American software company that provides a platform for enterprise search, observability, and cybersecurity. Its product enables users
Elastic_NV
design environments enjoy the tremendous advantage of nearly perfect observability, meaning the designer can see any signal at nearly any time. They suffer
Post-silicon_validation
American software company
enabling easy data asset discovery. Actian Data Observability is an enterprise data observability platform used to monitor data quality across data
Actian
Recording user interactions with a website
over a given set of test steps. RUM feature is available in various observability products such as Dynatrace, New Relic. For example, New Relic provides
Real_user_monitoring
American software company
Woodie, Alex (January 18, 2023). "Fluentd Rides Wave of Roll-Your-Own Observability". Datanami. Retrieved 24 October 2024. Gage, Deborah (July 24, 2013)
Treasure_Data
Non-functional requirements for system evaluation
localizability maintainability manageability mobility modifiability modularity observability operability orthogonality portability precision predictability process
List of system quality attributes
List_of_system_quality_attributes
Form of shared internet-based computing
ISBN 978-1-4919-8425-3. Hausenblas, Michael (26 December 2023). Cloud Observability in Action. Simon and Schuster. ISBN 978-1-63343-959-7. Jr, Cloves Carneiro;
Cloud_computing
Branch of artificial intelligence
probabilities, full observability, maximization of a reward function, and a single agent. When full observability is replaced by partial observability, planning
Automated planning and scheduling
Automated_planning_and_scheduling
Open source cloud computing software
Hubble was created as the network observability component and Tetragon was later added for security observability and runtime enforcement. Cilium runs
Cilium_(computing)
Global software company
operates and develops GitLab, an open-core DevOps software package that can develop, secure, and operate software. GitLab includes a distributed version control
GitLab_Inc.
False assumptions programmers make who are new to distributed computing
distributed systems: Versioning is simple Compensating updates always work Observability is optional CAP theorem PACELC design principle Distributed computing
Fallacies of distributed computing
Fallacies_of_distributed_computing
U.S. information technology company
analytics company, focusing on cybersecurity, security analytics and observability. It provides log management and analytics services based on artificial
Sumo_Logic
Linux Foundation project
level on September 29, 2024. Cilium provides networking, security, and observability for Kubernetes deployments using eBPF technology. It joined the CNCF
Cloud Native Computing Foundation
Cloud_Native_Computing_Foundation
French AI firm
2026 Adaptive ML was acquired by Datadog, a NASDAQ-listed observability and security software company. The Adaptive ML team joined Datadog AI Research
Adaptive_ML
APM Monitoring platform for cloud applications
AppDynamics was an American observability, full-stack application performance management (APM) and IT operations analytics (ITOA) company based in San
AppDynamics
Provider of information for software testing
and involves working with problems related to controllability and observability. A research literature survey covering 1978 to 2012 found several potential
Test_oracle
Software designed to play StarCraft II
also be a major milestone, due to the game's "real-time play, partial observability, no single dominant strategy, complex rules that make it hard to build
AlphaStar_(software)
computer software which is made for bioinformatics and released under open-source software licenses with articles in Wikipedia. Comparison of software for
List of open-source bioinformatics software
List_of_open-source_bioinformatics_software
Validating the behavior of isolated source code
Unit testing, also known as component or module testing, is a form of software testing by which isolated source code is tested to validate expected behavior
Unit_testing
Protocol for communicating between LLMs and applications
Retrieved 2026-06-14. "AAIF's MCP Dev Summit: Gateways, gRPC, and Observability Signal Protocol Hardening". InfoQ. 2026-04-14. Retrieved 20 April 2026
Model_Context_Protocol
Open-source artificial intelligence agent framework
additional security, observability, and administrative controls. AutoGPT Lists of open-source artificial intelligence software Open-source artificial
CrewAI
Open-source analytical query engine
14778/3603581.3603604. "Cloudflare Log Explorer is now GA, providing native observability and forensics". The Cloudflare Blog. Cloudflare. 2025-06-18. Retrieved
Apache_DataFusion
Runtime system for operating systems
protection and security enforcement Netflix uses eBPF for fleet-wide network observability and performance diagnosis Dropbox uses eBPF through Katran for layer
EBPF
Cloud infrastructure monitoring platform acquired by Splunk for $1.05 billion in 2019
to enhance Splunk's cloud-native observability and APM capabilities, integrating SignalFx into Splunk’s Observability Suite. The acquisition consisted
SignalFx
Software company based in India
Test Observability is a test analytics platform for tracking execution data across CI pipelines. The platform integrates with other software testing
BrowserStack
Theory of software design
of software acceptance and the frequency with which "worse" designs seem to outcompete better ones. The essay argues simple, hacked-together software that
Worse_is_better
Autonomous artificial intelligence agent
the technical foundation of the AI agents. Layer 5: Evaluation and observability – the safety and performance of AI agents. Layer 6: Security and compliance
AI_agent
Testing how computer systems behave under unusual stresses
on AWS that makes it easier to improve an application's performance, observability, and resilience. Fault injection experiments are used in chaos engineering
Fault_injection
Stepping back in time through source code
Record & Replay of Data, and Hyper-Observability". "Greg Law on Debugging, Record & Replay of Data, and Hyper-Observability". DOMARS. "Time Travel Debugging
Time_travel_debugging
Israeli ML observability platform
learning observability platform based in Tel Aviv, Israel. The company has a US office located in San Jose, California. Aporia has developed software for monitoring
Aporia_(company)
Program library
ReactiveX (Rx, also known as Reactive Extensions) is a software library originally created by Microsoft that allows imperative programming languages to
ReactiveX
cosmological experiments and simulations, many advanced methods and computational software codes are developed every year. These codes are used by researchers across
List of cosmological computation software
List_of_cosmological_computation_software
Category of cloud computing services
leading to latency, debugging and testing challenges, and reduced observability. These anti-patterns are associated with the formation of a distributed
Function_as_a_service
American software company
Expands Management Team to Propel Corporate Growth.” June 21, 2011. "Observability marketplace redefined by ScienceLogic". SiliconANGLE. 2025-08-07. Retrieved
ScienceLogic
Former cloud computing service offered by Google
Operations Suite. By 2025, Google had begun using the name Google Cloud Observability. Morgan, Timothy Prickett (2 May 2013). "Stackdriver fluffs up cloudy
Stackdriver
British researcher (born 1951)
the British Empire (CBE) in the 2022 Birthday Honours for services to software engineering. Young was born in Liverpool on 23 January 1951. He studied
Steve Young (software engineer)
Steve_Young_(software_engineer)
Cloud computing software
OpenShift also bundles various software components from the Kubernetes ecosystem for enhanced functionality. For observability, it includes Prometheus, Fluentd
OpenShift
Type of requirement in systems engineering
software architecture, non-functional requirements are known as "architectural characteristics". Note that synchronous communication between software
Non-functional_requirement
Field of study
usually restricted to discussions of interfaces and observable effects. The conceptual origins of software studies include Marshall McLuhan's focus on the
Software_studies
as of October 2023[update] is the purchase of Splunk—a software company that develops software for the analysis and monitoring of machine-generated data—US$28 billion
List_of_acquisitions_by_Cisco
Fortran software and development tools
QUADPACK SLATEC SLICOT SOFA ABINIT — software suite to calculate optical, mechanical, vibrational, and other observable properties of materials Cantera —
List of Fortran software and tools
List_of_Fortran_software_and_tools
Type of computer security exploit
critical API security risks and is recognized as one of the most serious software weaknesses. In an SSRF incident, the vulnerable server issues a request
Server-side_request_forgery
Dynamical system property
account. The notion of structurally identifiable is closely related to observability, which refers to the capacity of inferring the state of the system by
Structural_identifiability
television and content distribution Conoco – fuel refining Datadog – data observability/monitoring and cloud security DaVita Inc. – renal care, corporate headquarters
List of companies with Denver area operations
List_of_companies_with_Denver_area_operations
Software-defined storage product
networking options to support additional topologies, and new container observability capabilities with the Container Storage Modules (CSM). In May 2022,
Dell_Technologies_PowerFlex
British software engineer and open-source technologist
Liz leads open-source initiatives, advocating for the use of eBPF for observability, security, and networking in cloud-native environments. She has played
Liz_Rice
American software company
object architecture. Panzura licenses software as a service data management and data analytics services for observability, search and auditing over data and
Panzura
This article is a list of column-oriented database management system software. Amazon Redshift Basekick Labs – Arc Cloud, managed hosting for the Arc columnar
List of column-oriented DBMSes
List_of_column-oriented_DBMSes
Open source software library
includes tooling for workflow management, versioning, patching, and observability features such as logging, tracing, and time-travel debugging. Application
DBOS
full audit trails. DBmaestro's platform includes a Database DevOps Observability module, which provides real-time visibility into database deployments
DBmaestro
Potential scenario for use of a system
The term is also used outside software/systems engineering to describe how something can be used. In software (and software-based systems) engineering,
Use_case
Collection of loosely coupled services used to build computer applications
In software engineering, a microservice architecture is an architectural pattern that organizes an application into a collection of loosely coupled, fine-grained
Microservices
Company providing open-source middleware
delivering modular golden paths with built-in CI/CD automation, deep observability, and governance-by-design to accelerate developer and agent delivery
WSO2
GNU replacement for the Bourne shell
Supported by the Free Software Foundation and created in 1989 by Brian Fox for the GNU Project, it is designed as a completely free software alternative for
Bash_(Unix_shell)
Software development aide memoire
The INVEST mnemonic for Agile software development projects was created by Bill Wake as a reminder of the characteristics of a good quality Product Backlog
INVEST_(mnemonic)
Topics referred to by the same term
gathering of individuals within a virtual environment Event (computing), a software message indicating that something has happened, such as a keystroke or
Event
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