Lead Software Engineer (UI) SiepeLead Software Engineer (UI)Dallas, TexasWe’re hiring a hands-on Team Lead Software Engineer to own the next generation of our reporting and analytics UI—the dashboards, charts, grids, and self-service exploration tools our users live in every day. We build software and data solutions that give hedge funds and financial services firms the visibility, speed, and confidence they need to make better decisions – faster.
Principal, Data Engineer CoreLogicPrincipal, Data EngineerDallas, TXDesign and implement scalable, high-performance data solutions using industry best practices and modern technologies, ensuring optimal integration, reliability, scalability, flexibility, and maintainability. The ideal candidate brings deep expertise in Google Cloud Platform (GCP), with hands-on experience in Dataflow, BigQuery, Python, and graph databases such as Neo4j and Google Spanner.
GenAI & Agentic AI Engineer VytwoGenAI & Agentic AI EngineerDallas, TXFull timeThe ideal candidate will have a solid background in machine learning along with hands‑on expertise in LLMs, RAG, embeddings, vector databases, and Agentic AI frameworks such as CrewAI, AutoGen, LangGraph, or LangChain Agents. We are looking for a skilled GenAI & Agentic AI Engineer with strong experience in building end‑to‑end AI/ML solutions, Generative AI applications, and agent‑based automation workflows.
Senior AI Engineer - Agentic Systems and LLM VytwoSenior AI Engineer - Agentic Systems and LLMDallas, TXRemoteFull timeHands-on experience developing applications using LLMs, including prompt engineering and orchestration Proven experience with RAG architectures, embeddings, and vector databases. Architect and deliver end-to-end LLM-powered applications and agentic workflows using Python Design and implement RAG pipelines over enterprise data using embeddings and vector databases.
NewSite Reliability Engineer III JPMorgan Chase & CoSite Reliability Engineer IIIPlano, TXExposure to or hands-on experience in supporting SRE practices for Data management/migration platforms and products, with familiarity in on-prem/public cloud infrastructure components such as Compute(Linux/windows), Storage, Networks and Database. JPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P.
Senior Manufacturing Quality Engineer AssurantSenior Manufacturing Quality EngineerIrving, TX$88,000–$147,000 / yearA Fortune 500 company with a presence in 21 countries, Assurant supports the advancement of the connected world by partnering with the world's leading brands to develop innovative solutions and deliver an enhanced customer experience through mobile device solutions, extended service contracts, vehicle protection services, renters insurance, lender-placed insurance products, and other specialty products. They will also analyze QC and test data to identify trends, publish reports, and drive continuous improvement initiatives as well as provide guidance, coaching, and training on problem-solving programs and quality tools.
Python Automation Engineer Pipe RecruitPython Automation EngineerDallas, TexasCollaborate with cross-functional teams such as IT Operations, Change Management, Network, and Product Management to ensure timely issue resolution. Maintain and improve monitoring and logging using tools such as Splunk , AppDynamics , and F5 GTM/LTM .
Technology Engineer Sr (Java/Angular/REACT) PNC BankTechnology Engineer Sr (Java/Angular/REACT)Farmers Branch, TexasPNC Employees take pride in our reputation and to continue building upon that we expect our employees to be: Customer Focused - Knowledgeable of the values and practices that align customer needs and satisfaction as primary considerations in all business decisions and able to leverage that information in creating customized customer solutions. In addition, PNC generally provides the following paid time off, depending on your eligibility: maternity and/or parental leave; up to 11 paid holidays each year; 9 occasional absence days each year, unless otherwise required by law; between 15 to 25 vacation days each year, depending on career level; and years of service.
Senior Staff Software Engineer (Backend) - Billing Platform *Hybrid* Geico InsuranceSenior Staff Software Engineer (Backend) - Billing Platform *Hybrid*Dallas, TX$110,000–$260,000 / yearThis platform includes a comprehensive array of components such as a core billing engine, invoicing system, commissions management, collections, payment processing, CRM integration, subscription management, credit control and dunning management, along with reporting and analytics. The Billing team at GEICO oversees the tools, infrastructure, data, reporting, analytics, and services essential for delivering seamless billing experiences to internal users, end customers, and partners.
NewAI SOFTWARE ENGINEER VytwoAI SOFTWARE ENGINEERDallas, TXFull timeAI SOFTWARE ENGINEER Location: Minneapolis, MN, Denver, CO Plano, TX, Cincinnati, OH & Milwaukee, WI PYTHON AND JAVA (SPRING BOOT)/HANDS-ON EXPERIENCE WITH LANGCHAIN, LANGGRAPH, AND AGENTIC AI FRAMEWORKS/RAG ARCHITECTURE AND ENTERPRISE SEARCH (AZURE AI SEARCH)/OPENAI OR SIMILAR LLM PLATFORMS/VECTOR DATABASES (PGVECTOR, CHROMADB
NewSoftware Engineer II - Backend Python/AWS JPMorgan Chase & CoSoftware Engineer II - Backend Python/AWSPlano, TXAs a Software Engineer II at JPMorganChase within the Corporate Sector, AI/ML Data Platforms team, you are part of an agile team that works to enhance, design, and deliver the software components of the firm's state-of-the-art technology products in a secure, stable, and scalable way. As an emerging member of a software engineering team, you execute software solutions through the design, development, and technical troubleshooting of multiple components within a technical product, application, or system, while gaining the skills and experience needed to grow within your role.
Lead Infrastructure Engineer - Storage JPMorgan Chase & CoLead Infrastructure Engineer - StoragePlano, TXAs a Lead Infrastructure Engineer at JPMorganChase within the Enterprise Technology, Infrastructure Platforms team, you apply deep knowledge of software, applications, and technical processes within the infrastructure engineering discipline. JPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P.
Python Software Engineer - HR Technology Gartner IncPython Software Engineer - HR TechnologyIrving, TXYou'll have access to unmatched resources, expertise, and technology, and play a key role in helping Gartner and our clients innovate and grow as we leverage AI to transform business and technology landscapes. Our mission relies on expert analysis and bold ideas to deliver actionable, objective business and technology insights, helping enterprise leaders and their teams succeed with their mission-critical priorities.
Software Engineer III - UI/API Test Automation JPMorgan Chase & CoSoftware Engineer III - UI/API Test AutomationPlano, TXAs a Software Engineer III at JPMorganChase within the Commerical & Investment Bank - Digital and Platform Services team, you serve as a seasoned member of an agile team to design and deliver trusted market-leading technology products in a secure, stable, and scalable way. Hands-on experience using enterprise-authorized AI-assisted software development tools within the work environment (e.g., for coding, test creation, troubleshooting, or documentation) with demonstrated ability to critically evaluate, validate, and refine AI-generated outputs for correctness, performance, and security.
Solutions Engineer, Software Liberty Mutual Holding Company IncSolutions Engineer, SoftwarePlano, TXWorking model: At Liberty, we help our customers embrace today and confidently pursue tomorrow by developing online products and services that suit their needs, building trust and loyalty, and providing an exceptional experience. From test-driving the latest technologies to creating intuitive consumer apps, Liberty Mutual is constantly innovating and creating industry-leading solutions that provide peace of mind for our customers worldwide.
Data Engineer III - Python / SQL JPMorgan Chase & CoData Engineer III - Python / SQLPlano, TXAs a Data Engineer III at JPMorganChase within the Consumer & Community Banking - Data Technology team, you serve as a seasoned member of an agile team to design and deliver trusted data collection, storage, access, and analytics solutions in a secure, stable, and scalable way. Chase is a leading financial services firm, helping nearly half of America's households and small businesses achieve their financial goals through a broad range of financial products.
Lead Software Engineer - Quality Assurance / Test Automation / Agentic Systems JPMorgan Chase & CoLead Software Engineer - Quality Assurance / Test Automation / Agentic SystemsPlano, TXBuild and operationalize an agentic testing ecosystem to design, implement, and run a human-gated agent framework that accelerates test authoring, selection, execution, and triage-connecting agents to real tools (frameworks, CI/CD, APIs, data sources) while enforcing guardrails for correctness, determinism, security, and auditability. Release readiness & governance with entry/exit criteria, evidence-based sign-off, and strong partnership in Release Management in a CD operating model - along with curate and version a trusted test catalog, continuously measuring agent "fitness" (precision, drift, false positives/negatives), and ensure outputs remain release-grade across environments.
Gen. AI Engineer Kaleidoscope Animations (Inactive)Gen. AI EngineerFort Worth, TXWe are seeking a Senior GenAI / Agentic AI Engineer to design, build, and deploy enterprise-scale AI applications that leverage Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Agentic AI, and cloud-native technologies. The ideal candidate has extensive experience developing scalable AI solutions, integrating LLMs into enterprise applications, and delivering secure, reliable systems that operate in production environments.
Senior Cloud Engineer (Azure) Ground Penetrating Radar Systems LLCSenior Cloud Engineer (Azure)Dallas, TXWe deliver critical insight through utility mapping, GPR and concrete scanning, 3D modeling, reality capture, and digital facility records, giving our clients confidence from design through construction and beyond. Since 2001, we've grown from a single GPR unit into a $200M industry leader helping teams across the U.S. plan, build, and manage safer, smarter projects.
Sr. Backend NET Software Engineer INSPYR SolutionsSr. Backend NET Software EngineerDallas, TXNice to Have Skills and Experience: · Experience with gathering requirements and IT project management · Experience working with cross functional offshore teams · Data movement (Event Hubs, MQ) · Data storage (blob, NAS, Azure File Shares. Information collected and processed through your application with INSPYR Solutions (including any job applications you choose to submit) is subject to INSPYR Solutions’ Privacy Policy and INSPYR Solutions’ AI and Automated Employment Decision Tool Policy: https://www.inspyrsolutions.com/policies/ .
Sr. Engineer INSPYR SolutionsSr. EngineerFort Worth, TXDay-to-day responsibilities include: developing and maintaining agent orchestration services, tool registries, and execution runtimes; building APIs and microservices for LLM integration, prompt management, and agent lifecycle management; implementing observability, logging, and monitoring for agentic workflows; writing comprehensive tests (unit, integration, end-to-end) for platform reliability; collaborating with architects on design decisions and with ML engineers on model integration; participating in on-call rotations for production support of the AI platform; contributing to CI/CD pipelines, infrastructure-as-code, and deployment automation. Experience with event-driven architectures (Kafka, EventBridge), vector databases, observability tools (Datadog, Splunk, OpenTelemetry), agent evaluation frameworks, FastAPI/Flask, async Python, Redis/caching patterns, airline or travel industry experience.
Senior Software Development Engineer (AI Engineering) CVS Health CorpSenior Software Development Engineer (AI Engineering)Richardson, TX$92,700–$185,400 / yearDesigns and develops AI-powered applications and features using Python, leveraging LLMs, RAG (Retrieval Augmented Generation), and agentic AI frameworks. If you're passionate about building real, production-ready AI systems-and not just experimenting in notebooks-this role offers the opportunity to do meaningful, hands‑on work at the forefront of applied AI engineering.
Senior AI/ML Engineer - Hybrid NTT DATA Services, LLCSenior AI/ML Engineer - HybridIrving, TX$87,120–$151,250 / yearIn this role, you will work at the forefront of AI innovation-building scalable ML pipelines, fine‑tuning LLMs, shaping AI strategy, and guiding teams as we deliver high‑impact, data‑driven products. NTT DATA recruiters will never ask for payment or banking information and will only use @nttdata.com and @talent.nttdataservices.com email addresses.
Digital S/W Engineer Intm Analyst-Officer (Irving) Citigroup IncDigital S/W Engineer Intm Analyst-Officer (Irving)Irving, TX$84,580–$118,020 / yearAppropriately assess risk when business decisions are made, demonstrating particular consideration for the firm's reputation and safeguarding Citigroup, its clients and assets, by driving compliance with applicable laws, rules and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct and business practices, and escalating, managing and reporting control issues with transparency. Engage in digital applications development, risk technology, Middleware, Mainframe applications, Non Mainframe applications, Analytic Model Development and Application support activities to meet specific business needs of user areas and to test systems to ensure integrity of deliverables.
NewLead Applied AI Engineer II Deloitte Touche Tohmatsu LtdLead Applied AI Engineer IIDallas, TX$113,100–$232,300 / yearYou will leverage your extensive engineering craftsmanship and advanced proficiency across multiple programming languages and modern frameworks, consistently demonstrating your exemplary track record in delivering high-quality, outcome-focused solutions. Advanced Technical Proficiency: Possess deep expertise in modern software engineering practices and principles, including AI and Agentic SSDLC to deliver daily product deployments using full automation from discovery to production to operations with all quality checks through SSDLC lifecycle.
Lead Software Engineer (.Net) Artech LLCLead Software Engineer (.Net)Fort Worth, TXWe are looking for someone with lead software development experience to help us lead development efforts for HRIS integration with both onshore and offshore development teams. This position will be part of a larger custom-development team which consists of managers, architects, and software engineers.
Lead Cybersecurity Engineer ComcastLead Cybersecurity EngineerPlano, TexasPowered by the nation’s largest Gig-speed broadband network and backed by 24/7 customer support, Comcast Business is the nation’s largest technology provider to small businesses and one of the leading service providers to the Enterprise market. Strong knowledge of: Security Operations (SOC), Incident Response, Vulnerability Management, Cloud Security (Azure/AWS), Identity & Access Management, Network Security, Security Architecture, Risk Management.
NewLead Generative AI Engineer, VP Citigroup IncLead Generative AI Engineer, VPIrving, TX$125,760–$188,640 / yearCiti provides consumers, corporations, governments, and institutions with a broad range of financial products and services, including consumer banking and credit, corporate and investment banking, securities brokerage, transaction services, and wealth management. Citi is looking for a Lead AI/GenAI Engineer to drive the design, development, and deployment of next-generation intelligent operations and automation platforms within the AI Automation Forward Deployed Engineering (FDE) team, part of Consumer Operations Technology.
NewSr. PAM Security Engineer (Cyberark) Loan DepotSr. PAM Security Engineer (Cyberark)Plano, TX$120,000–$166,000 / yearToday, as the nation's second largest non-bank retail mortgage lender, loanDepot enables customers to achieve the American dream of homeownership through a broad suite of lending and real estate services that simplify one of life's most complex transactions. Requirements: Bachelor's Degree preferred, and/or a minimum of at least (5) + years with CyberArk PAM Components including the Vault, Central Policy Manager (CPM), Password Vault Web Access (PVWA), and Privileged Session Manager (PSM).
US Data Engineer - Data Warehouse Artech LLCUS Data Engineer - Data WarehouseDallas, TX$50–$55 / hourThis role requires strong analytical and problem-solving skills to ensure the efficient and effective management of large-scale data systems. They are proficient in creating complex application components and integrating software packages, programs, and reusable objects across various platforms.
Lead AI Platform Engineer. Artech LLCLead AI Platform Engineer.Plano, TX$45–$50 / hourThe ideal candidate will lead the design, development, deployment, and optimization of AI-powered applications and autonomous agent solutions using AWS Bedrock, modern LLMs, and cloud-native technologies. We are seeking a highly skilled Lead AI Platform Engineer with 6 8 years of software engineering experience and hands-on expertise in Generative AI, AWS Bedrock, AI agents, cloud infrastructure, and backend development .
Automation Engineer (Hashicorp Vault) Artech LLCAutomation Engineer (Hashicorp Vault)Fort Worth, TX5 to 7 years of full Software Development Life Cycle (SDLC) experience designing, developing, and implementing large-scale applications (front-end and back-end development). · Decomposes intricate and interconnected designs into implementations that can be effectively built and maintained by less experienced engineers.
Sr. Engineer Artech LLCSr. EngineerFort Worth, TXDay-to-day responsibilities include: developing and maintaining agent orchestration services, tool registries, and execution runtimes; building APIs and microservices for LLM integration, prompt management, and agent lifecycle management; implementing observability, logging, and monitoring for agentic workflows; writing comprehensive tests (unit, integration, end-to-end) for platform reliability; collaborating with architects on design decisions and with ML engineers on model integration; participating in on-call rotations for production support of the AI platform; contributing to CI/CD pipelines, infrastructure-as-code, and deployment automation. Experience with event-driven architectures (Kafka, EventBridge), vector databases, observability tools (Datadog, Splunk, OpenTelemetry), agent evaluation frameworks, FastAPI/Flask, async Python, Redis/caching patterns, airline or travel industry experience.
GenAI Solution Engineer (Databricks AI/Snowflake AI pref'd) Deloitte Touche Tohmatsu LtdGenAI Solution Engineer (Databricks AI/Snowflake AI pref'd)Dallas, TX$113,100–$208,300 / yearWe're seeking a GenAI practitioner who can embed with Deloitte client teams and use Claude / Codex / Gemini using various IDEs to solve real business problems-rapidly prototyping solutions, writing production-quality code, and enabling client and Deloitte teams to adopt GenAI safely and effectively. 2+ years hands-on experience building with generative AI and LLMs; to include experience leveraging Claude, Codex and/or Gemini to deliver working solutions (ie: prompt patterns, workflows, evaluation, governance.
DevOps Engineer Artech LLCDevOps EngineerIrving, TX$55–$60 / hourHands on knowledge with micro services architecture, Java spring boot API development, react front end, any known relational Database. As part of the tech modernization, digital applications are planned to be migrated to public cloud and application technical support to plan/review/execute the migration.
US Data Engineer - Data Warehouse || Dallas, TX || ONSITE Artech LLCUS Data Engineer - Data Warehouse || Dallas, TX || ONSITEDallas, TXThis role requires strong analytical and problem-solving skills to ensure the efficient and effective management of large-scale data systems. They are proficient in creating complex application components and integrating software packages, programs, and reusable objects across various platforms.
ML/Gen AI Engineer The Brixton Group, Inc.ML/Gen AI EngineerDallas, TXDevelop and fine-tune models for document classification, data extraction, translation, and semantic search/RAG pipelines. Responsibilities: Design, build, train, and optimize machine learning and GenAI models for document processing and intelligent automation.
Senior Veritas eDiscovery Platform eDP Engineer Top Secret Clearance Required Contact Government Services LLCSenior Veritas eDiscovery Platform eDP Engineer Top Secret Clearance RequiredDallas, TXSenior Veritas eDiscovery Platform eDP Engineer Top Secret Clearance RequiredDallas TX Remote Hybrid Austin TXeDiscovery Full Time Hybrid Hybridapply for this jobSenior Veritas eDiscovery Platform eDP EngineerEmployment Type Full-Time Executive-LevelDepartment Legal CGS is seeking a dedicated Senior Veritas eDiscovery Platform eDP Engineer to join a fast-paced and hard-working team to assist with any legal accounts. Join our team and become part of government innovationExplore additional job opportunities with CGS on our Job Boardhttpscgsfederal.comjoin-our-teamFor more information about CGS please visit httpswww.cgsfederal.com or contactPhone1 888 680-5916EmailemailprotectedCJ178200 - 257400 a yearWe may use artificial intelligence AI tools to support parts of the hiring process such as reviewing applications analyzing resumes or assessing responses.
Ai/ML Engineer Johnson Controls International PlcAi/ML EngineerDallas, TX$85,000–$107,000 / yearDevelop and manage infrastructure as code using Terraform, including provisioning compute clusters (e.g., Azure Kubernetes Service, Azure Machine Learning compute), storage, and networking. Build and manage RAG pipelines using vector databases (e.g., Azure Cognitive Search, Redis, FAISS) and orchestrate with tools like LangChain or Semantic Kernel.
Senior Veritas Enterprise Vault Engineer Top Secret Clearance Required Contact Government Services LLCSenior Veritas Enterprise Vault Engineer Top Secret Clearance RequiredDallas, TXSenior Veritas Enterprise Vault Engineer Top Secret Clearance RequiredDallas TX Hybrid Remote Austin TXeDiscovery Full Time Hybrid Hybridapply for this jobSenior Veritas Enterprise Vault Engineer Employment Type Full-Time Executive-LevelDepartment Legal CGS is seeking a dedicated Senior Veritas Enterprise Vault Engineer to join a fast-paced and hard-working team to assist with any legal accounts. Join our team and become part of government innovationExplore additional job opportunities with CGS on our Job Boardhttpscgsfederal.comjoin-our-teamFor more information about CGS please visit httpswww.cgsfederal.com or contactPhone1 888 680-5916EmailemailprotectedCJ165148.20
Senior Veritas Enterprise Vault Engineer (Top Secret Clearance Required) CONTACT GOVERNMENT SERVICESSenior Veritas Enterprise Vault Engineer (Top Secret Clearance Required)Dallas, TX$165,148.20–$238,547.40 / yearCGS is seeking a dedicated Senior Veritas Enterprise Vault Engineer to join a fast-paced and hard-working team to assist with any legal accounts. For the past seven years, we've been growing our government-contracting portfolio, and along the way, we've created valuable partnerships by demonstrating a commitment to honesty, professionalism, and quality work.
Senior Veritas Ediscovery Platform (Edp) Engineer (Top Secret Clearance Required) CONTACT GOVERNMENT SERVICESSenior Veritas Ediscovery Platform (Edp) Engineer (Top Secret Clearance Required)Dallas, TX$178,200–$257,400 / yearContractor shall research and recommend innovative, and where possible automated approaches for system administration tasks; Contractor shall prepare and review technical assessments to include required tasks, estimated time frames, and effort for any scope project; Our Commitment: Contact Government Services (CGS) strives to simplify and enhance government bureaucracy through the optimization of human, technical, and financial resources. CGS is seeking a dedicated Senior Veritas eDiscovery Platform (eDP) Engineer to join a fast-paced and hard-working team to assist with any legal accounts.
NewAI Lead Engineer Delan Associates, IncAI Lead EngineerDallas, TXArtificial Intelligence (AI) & Machine Learning (ML). * Data Preprocessing & Feature Engineering.
Lead Software Engineer- Dallas, TX Georgia Tek SystemsLead Software Engineer- Dallas, TXDallas, TXProvides hands-on technical leadership and guidance in architecture and design of solutions in Supply Chain Warehouse Replenishment domain using Oracle Cloud Products. Responsible for leading and mentoring distributed technical teams (on-shore, off-shore and near-shore) through all stages of the software development lifecycle.
NewDigital Software Engineer Lead Citigroup IncDigital Software Engineer LeadIrving, TX$169,600–$254,400 / yearStrong knowledge in applied AI for building software and products: LLMs and frontier-model APIs, retrieval-augmented generation, embeddings and vector search, agent and tool-use patterns, prompt and context engineering, and LLM evaluation and observability (emphasis on consuming and integrating AI services. Practical experience building medium to large-scale applications using Spring Boot, Microservices, Open-Shift, Public Cloud and Event Driven technology stacks.
NewAI Lead Engineer (Remote) Delan Associates, IncAI Lead Engineer (Remote)Dallas, TXRemoteArtificial Intelligence (AI) & Machine Learning (ML). * Data Preprocessing & Feature Engineering.
Java Software Engineer- Westlake TX Georgia Tek SystemsJava Software Engineer- Westlake TXWestlake, TXMust have good experience in Java/J2EE, Must have good experience in Spring framework JMS/Kafka and RESTful frameworks Database: Must have good experience in SQL/Oracle Nice to have: Angular/AWS. Must have good communication skills.
Senior Staff Agentic AI Engineer Bread Financial Holdings IncSenior Staff Agentic AI EngineerFrisco, TX$155,600–$333,300 / year15+ years of experience in Software Engineering including3+ years of experience in AI/ML, Generative AI, or agentic systems (e.g., LLM-powered applications, LangChain, LangGraph, AutoGen), 4+ years of experience in Fintech/payments integrations; PCI and data protection familiarity and 4+ years of experience in implementing IaC (Terraform or Ansible). Our payment solutions deliver growth for some of the most recognized brands in travel & entertainment, health & beauty, technology, electronics, jewelry, home and specialty apparel through our co-brand and private label credit cards and pay-over-time products providing choice and value to our shared customers.
NewJunior Software Engineer ADT IncJunior Software EngineerIrving, TXIntegrate multi-modal models into product pipeline to help better take care of our users, from analyzing video streams to generating automated, ML-driven reports. If you live and breathe agentic coding and can't imagine living another day without your Cursor or Claude code subscription: we want you on our team.
Lead Software Engineer - Quality Assurance / Test Automation / Agentic Systems JPMorgan Chase Bank, N.A.Lead Software Engineer - Quality Assurance / Test Automation / Agentic SystemsPlano, TXFull timeBuild and operationalize an agentic testing ecosystem to design, implement, and run a human-gated agent framework that accelerates test authoring, selection, execution, and triage-connecting agents to real tools (frameworks, CI/CD, APIs, data sources) while enforcing guardrails for correctness, determinism, security, and auditability. Release readiness & governance with entry/exit criteria, evidence-based sign-off, and strong partnership in Release Management in a CD operating model - along with curate and version a trusted test catalog, continuously measuring agent "fitness" (precision, drift, false positives/negatives), and ensure outputs remain release-grade across environments.