Sr. AI Software Engineer (C#/.Net, infrastructure & startup exp. req'd) - 100% REMOTE JobotSr. AI Software Engineer (C#/.Net, infrastructure & startup exp. req'd) - 100% REMOTESan Francisco, CARemote$170,000–$270,000 / yearThe ideal candidate will be mid-level backend .Net Software Engineer with recent experience within a small, fast-paced, API-focused AI infrastructure startup company with lean, highly collaborative engineering teams, where they have operated with significant ownership, autonomy, and a strong “go-getter” mentality. Information collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal.
Senior AI Engineer JobotSenior AI EngineerSan Francisco, CA$225,000–$280,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. The product sits at the intersection of AI, automation, and real world impact, using LLMs and agentic systems to replace hours or weeks of manual work with intelligent, scalable software.
Sr Worldwide Specialist - GenAI, Amazon Bedrock, Data & AI GTM Amazon Web Services, Inc.Sr Worldwide Specialist - GenAI, Amazon Bedrock, Data & AI GTMSan Francisco, CAThis involves activities including market sizing, working with your counterparts from across the globe to build an opportunity pipeline, working with customers to understand technical requirements, creating content to train the field teams, driving industry thought-leadership, working with product teams to define new features, and identifying partners. You will need to be adept at interacting, communicating and partnering with other teams within AWS such as services teams, field solutions architecture, sales, marketing, representing your team to executive management and working directly with AWS's top customers.
NewFraud Risk AI Data Sci Vaco LLCFraud Risk AI Data SciOakland, CA$65–$90Determining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors including but not limited to: the individual’s skill sets, experience and training; licensure and certification requirements; office location and other geographic considerations; other business and organizational needs. Determining compensation for this role (and others) at Vaco/Highspring depends upon a wide array of factors including but not limited to the individual’s skill sets, experience and training, licensure and certifications, office location and other geographic considerations, as well as other business and organizational needs.
NewCFD & CAD Expert — AI Evaluation & Quality Review BraintrustCFD & CAD Expert — AI Evaluation & Quality ReviewSan Francisco / Bay Area, CAIn this project-based role, you will review, annotate, and evaluate highly technical engineering content, applying your domain expertise to ensure the accuracy and quality of datasets used for AI training. We are seeking a Mechanical Engineering expert with advanced CAD and Computational Fluid Dynamics (CFD) experience to support a leading AI lab developing next-generation engineering AI models.
NewAnalyst, Applied AI Solutions Visa Technology and Operations LLCAnalyst, Applied AI SolutionsSan Francisco, CA$123,000–$190,900 / yearWe are hiring an Analyst of Applied AI Solutions to sit within a small, applied AI pod that will embed directly into North America business teams (beginning with Sales and the Business Operations/Regional President Executive Office team) to design and deliver practical, high impact AI solutions that improve how work gets done. As one of the first teams of its kind at Visa, this role is well suited for an entrepreneurial builder who enjoys tackling unfamiliar challenges, building relationships across the organization, and finding creative paths forward when the tools, processes, and playbook are still being developed.
Senior Manager, AI Observatory Product Manager Visa Technology and Operations LLCSenior Manager, AI Observatory Product ManagerFoster City, CA$180,600–$289,300 / yearVisa is a world leader in payments technology, facilitating transactions between consumers, merchants, financial institutions and government entities across more than 200 countries and territories, dedicated to uplifting everyone, everywhere by being the best way to pay and be paid. Experience with AI product development, technology platforms, and engineering with proven ability to build new capabilities, drive organizational impact, and act as change agent are critical to success.
NewSenior Staff Engineer, AI Governance Visa Technology and Operations LLCSenior Staff Engineer, AI GovernanceFoster City, CA$192,200–$307,700 / yearExperienced with high-performance imperative languages including Python, Java, Golang, React.js, Next.js • Built predictive models using Python and ML libraries and managed their lifecycle, from development to production. Visa is a world leader in payments technology, facilitating transactions between consumers, merchants, financial institutions and government entities across more than 200 countries and territories, dedicated to uplifting everyone, everywhere by being the best way to pay and be paid.
NewStaff Machine Learning Engineer, Responsible AI Engineering Visa Technology and Operations LLCStaff Machine Learning Engineer, Responsible AI EngineeringFoster City, CA$169,100–$270,800 / yearAs an AI Engineer in AI Governance engineering team, you will have the unique chance to make a direct and meaningful impact by building and delivering solutions that power AI Governance engineering solutions. Visa is a world leader in payments technology, facilitating transactions between consumers, merchants, financial institutions and government entities across more than 200 countries and territories, dedicated to uplifting everyone, everywhere by being the best way to pay and be paid.
NewLead AI Engineer Actava.ai, Inc.Lead AI EngineerPleasanton, CA$215,000–$240,000 / yearFull timeActava.ai, Inc. seeks a Lead AI Engineer (LAIE-2601) in Pleasanton, CA to design, develop, & implement AI and s/w systems to support enterprise-level applications. in Python, LlamaIndex, FastAPI, REST API, JavaScript, AngularJS & SQL.
NewLead Specialist, Federal Artificial Intelligence (AI) Engineering KPMGLead Specialist, Federal Artificial Intelligence (AI) EngineeringSan Francisco, CA$127,490–$262,200 / yearWork with clients to discover data sources and create date requests; lead data discovery, ETL/ELT processes to ingest structured data / annotation processes to enrich unstructured data leveraging a variety of data sources (social media, news, internal / external documents, images, video, voice, emails, financial data, and operational data). If you're looking for a firm with a strong team connection where you can be your whole self, have an impact, advance your skills, deepen your experiences, and have the flexibility and access to constantly find new areas of inspiration and expand your capabilities, then consider a career in Advisory.
Senior AI Product Engineer VortexlinkSenior AI Product EngineerBelmont, CARemoteFull timeModern AI tools have merged the work of product, design, and engineering, and this role does all three: you understand the customer and the problems the product solves, you design the solution, and you ship the code. You come from an engineering background and bring deep authority on clean, scalable, product-quality code and architecture, with a real hand in design and product.
Sr. Manager, People Technology and AI Enablement Blue Shield of CASr. Manager, People Technology and AI EnablementOakland, CAFull timeIn this role, you will work collaboratively across People & Engagement COEs, enterprise IT, Finance, Analytics & Reporting, Planning, and external partners to evaluate vendor solutions, design, build, and implement technology solutions, and enhance deployed applications. The People & Engagement Technology team is a critical member of the Corporate Platform in the IT Applications organization and is responsible for providing technical and functional leadership for multiple HR Technology products within the Corporate Platform.
Learner Success Advocate - Artificial Intelligence (AI) ZiplinesLearner Success Advocate - Artificial Intelligence (AI)San Carlos, CaliforniaAs a Learner Success Advocate for Artificial Intelligence (AI), you’ll serve as the main point of contact and guide for learners enrolled in our AI course —supporting them as they build confidence using AI tools, strengthen prompt and communication skills, and apply AI thoughtfully in real-world contexts. Ziplines Education is a category-leading education company that partners with universities to deliver industry-focused certificate courses that prepare professionals for today’s digital-first workforce.
Threat Intel - AI / LLM Trainer - Make Your Own Hours RemotasksThreat Intel - AI / LLM Trainer - Make Your Own HoursSan Francisco, CARemoteCandidates should have significant (multiple years) of experience in at least one of the following areas: - Analyzing, triaging, and responding to cyber security incidents and investigations, particularly in response to recent vulnerabilities. This role is an exceptional opportunity to work at the cutting edge nexus of AI and Cyber Security, contributing to the development of smarter, more efficient systems capable of defending against the ever-evolving cyber threat landscape.
Applied AI Engineer ClifyX, INCApplied AI EngineerSunnyvale, CAExperience with agent orchestration frameworks (LangGraph, CrewAI, Claude Agent SDK, Google ADK, OpenAI ADK). Has built AI agents, skills, tools, or MCP (Model Context Protocol) integrations.
Product/Program Manager with Gen AI ICONMA, LLCProduct/Program Manager with Gen AISunnyvale, CA$65–$70 / hourOur Client, an IT Services and Consulting company, is looking for a Product/Program Manager with Gen AI for their Sunnyvale, CA/Austin, TX location. Oversee AI lifecycle (POC → deployment → scaling) and track success metrics [futurense.com].
Software Engineer - AI Agent Development Yantran LLCSoftware Engineer - AI Agent DevelopmentSanta Clara, CAHands-on experience building AI agents or agentic workflows in production environments, including tool use, state management, and reliable execution under real-world conditions. This role involves substantial use of AI-assisted development tooling, and success depends on the ability to produce precise, unambiguous specifications that can be implemented reliably and verified against clear acceptance criteria.
Live Session Instructor - AI for Sales ZiplinesLive Session Instructor - AI for SalesSan Carlos, CaliforniaThis hands-on course is designed for sales professionals ready to move beyond low-stakes AI use cases and apply AI to the parts of the sales cycle that matter most: prospecting, nurturing leads, crafting proposals, closing deals, and scaling the entire cycle with agentic workflows. Ziplines Education is a category-leading education company that partners with universities to deliver industry-focused certificate courses that prepare professionals for today’s digital-first workforce.
Strategic AI adoption lead (West) Writer IncStrategic AI adoption lead (West)San Francisco, CAYoull partner closely with a Transformation lead to identify the right WRITER capabilities for each use case, then design and execute the strategies that drive meaningful adoption: building champion networks, running customized workshops, and advising customers on how to scale their AI programs over time. Founded in 2020 with office hubs in San Francisco, New York City, Austin, Chicago, and London, our team thinks big and moves fast, and were looking for smart, hardworking builders and scalers to join us on our journey to create a better future of work with AI.
Enterprise AI adoption lead (West) Writer IncEnterprise AI adoption lead (West)San Francisco, CAYoull partner closely with a Transformation lead to identify the right WRITER capabilities for each use case, then design and execute the strategies that drive meaningful adoption: building champion networks, running customized workshops, and advising customers on how to scale their AI programs over time. Founded in 2020 with office hubs in San Francisco, New York City, Austin, Chicago, and London, our team thinks big and moves fast, and were looking for smart, hardworking builders and scalers to join us on our journey to create a better future of work with AI.
Live Session Instructor - AI Automation ZiplinesLive Session Instructor - AI AutomationSan Carlos, CaliforniaProven ability to build, troubleshoot, and present end-to-end automation workflows using tools like Make.com , Zapier, n8n, and NotebookLM —bringing concrete examples into live instructional sessions. Lead hands-on demos and exercises showcasing automations built in Make.com , Zapier, and n8n, integrating tools like Slack, Telegram, Google Sheets, and other commonly used business applications.
Technical AI Instructor and Forward-Deployed Engineer II Deloitte Touche Tohmatsu LtdTechnical AI Instructor and Forward-Deployed Engineer IICA$82,600–$162,800 / yearOur purpose comes through in our work with clients that enables impact and value in their organizations, as well as through our own investments, commitments, and actions across areas that help drive positive outcomes for our communities. The wage range for this role takes into account the wide range of factors that are considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and other business and organizational needs.
Technical AI Instructor and Forward-Deployed Engineer (Specialist Senior) Deloitte Touche Tohmatsu LtdTechnical AI Instructor and Forward-Deployed Engineer (Specialist Senior)San Jose, CA$107,600–$198,400 / yearKey Responsibilities Include: Teaching Technical AI Skills: Develop and deliver comprehensive training programs on generative AI technologies, including tools such as GitHub Copilot, Cursor, Replit, Airtable, and platforms like OpenAI, Anthropic, and Gemini. Our purpose comes through in our work with clients that enables impact and value in their organizations, as well as through our own investments, commitments, and actions across areas that help drive positive outcomes for our communities.
Technical AI Instructor and Forward-Deployed Engineer (Consultant) Deloitte Touche Tohmatsu LtdTechnical AI Instructor and Forward-Deployed Engineer (Consultant)San Francisco, CA$80,400–$148,000 / yearKey Responsibilities Include: Teaching Technical AI Skills: Develop and deliver comprehensive training programs on generative AI technologies, including tools such as GitHub Copilot, Cursor, Replit, Airtable, and platforms like OpenAI, Anthropic, and Gemini. Our purpose comes through in our work with clients that enables impact and value in their organizations, as well as through our own investments, commitments, and actions across areas that help drive positive outcomes for our communities.
AI Trainer: Code Generation Embedding VCAI Trainer: Code GenerationPalo Alto, CaliforniaThis initiative centers on evaluating and refining multi step reasoning trajectories derived from real GitHub repositories, with the goal of producing higher quality, more reliable code generation outputs. We are building a focused group of engineers to improve how large language models reason through real world code.
Business Intelligence & AI Platform Administrator Varite, IncBusiness Intelligence & AI Platform AdministratorSan Jose, CA$80–$84.29 / hourYou'll administer Power BI, Tableau, and Microsoft Fabric, own the Databricks Lakehouse, support additional data sources (SAP HANA, SQL Server, MySQL, AWS Redshift), and lead the rollout of conversational and agentic AI experiences. With 850+ global consultants, VARITE is committed to delivering excellence to its customers by leveraging its global experience and expertise in providing comprehensive scientific, engineering, technical, and non-technical staff augmentation and talent acquisition services.
NewAI Engineer Ursus, Inc.AI EngineerFoster City, CA$180,000–$220,000 / yearThis is a builder role end-to-end: design and ship agentic systems from tool interface through deployment, observability, and iteration working closely with product and customers. Design and build MCP servers that expose data and analytics as discoverable, reliable tools for AI agents, with proper auth, scoping, and access controls.
NewRemote AI Design Evaluation Specialist ProlificRemote AI Design Evaluation SpecialistSan Francisco, CARemoteApplicants should have formal education in graphic design and extensive experience with design tools like Figma and Adobe. A forward-thinking tech company is seeking an AI Trainer specializing in visual and graphic design to evaluate AI outputs.
Senior Account Executive, AI & Digital Natives Atlassian CorpSenior Account Executive, AI & Digital NativesCARemoteInside sales creates volume pipeline, works smaller opportunities, and helps surface warm signals, while Senior Account Executives focus on the highest-priority accounts and the most visible commercial moments. Winning here requires more than traditional territory coverage: it requires local ecosystem knowledge, crisp value articulation, and the ability to engage the people shaping these companies early, including founders, CTOs, operators, and the VCs around them.
Senior Manager, AI Operations ZipHQ IncSenior Manager, AI OperationsSan Francisco, CA$140,000–$180,000 / yearDrive the adoption of Zip's AI solutions across our customer base, helping them move toward automated workflows and meeting targets that turn successful deployments into long-term revenue, in partnership with Customer Success. Own the data and integration partnership evaluation program end-to-end: run the coverage, reliability, and accuracy evaluation that decides which partners earn a production integration, and hold partners to ongoing quality once live.
Lead AI Platform Engineer Exact Sciences CorpLead AI Platform EngineerRedwood City, CA$151,000–$256,000 / yearPartner on the execution of custom ML, Gen AI, NLP, LLM Models for batch and stream processing-based AI ML pipelines including data ingestion, preprocessing modules, search and retrieval, Retrieval Augmented Generation (RAG), NLP/LLM model development and ensure the end-to-end solution meets all technical and business requirements, and SLA specifications. Minimum Qualifications: Bachelor's degree in Computer Science, Artificial Intelligence, Data Science, or a related field; or High School Diploma/General Education Degree and 4+ years of relevant as outlined in the essential duties in lieu of Bachelor's Degree.
Principal Product Manager, AI ZipHQ IncPrincipal Product Manager, AISan Francisco, CA$200,000–$280,000 / yearOwn the quality bar for AI experiences end to end, designing the evals, rollout gates, guardrails, and feedback loops that let customers trust agents to act on their behalf, and holding the line on accuracy and reliability even as capabilities expand. Zip recently launched Superagents: LLM-powered teammates that take on the repetitive, low-value work drowning procurement, AP, risk, and legal teams so those teams can focus on strategic work.
Senior Account Executive , AI & Digital Natives (Bay Area) Atlassian CorpSenior Account Executive , AI & Digital Natives (Bay Area)San Francisco, CAInside sales creates volume pipeline, works smaller opportunities, and helps surface warm signals, while Senior Account Executives focus on the highest-priority accounts and the most visible commercial moments. Winning here requires more than traditional territory coverage: it requires local ecosystem knowledge, crisp value articulation, and the ability to engage the people shaping these companies early, including founders, CTOs, operators, and the VCs around them.
Staff AI Engineer - Design Automation SanDisk CorpStaff AI Engineer - Design AutomationMilpitas, CAAn employee's pay position within the salary range may be based on several factors including but not limited to (1) relevant education; qualifications; certifications; and experience; (2) skills, ability, knowledge of the job; (3) performance, contribution and results; (4) geographic location; (5) shift; (6) internal and external equity; and (7) business and organizational needs. The amount and availability of any bonus, commission, benefits, or any other form of compensation and benefits that are allocable to a particular employee remains in the Companys sole discretion unless and until paid and may be modified at the Company's sole discretion, consistent with the law.
Engineering Manager, AI Game Engine Weekengo GmbHEngineering Manager, AI Game EngineSan Francisco, CAYou will lead a high performing team of software and ML engineers building the systems and services needed to deliver best-in-class voice-first AI-native gaming experiences to our players on connected TVs and other gaming surfaces. We're actively expanding our game titles and platforms and this is an opportunity to play a pivotal role in creating innovative, fun applications in voice-activated gaming across connected devices.
Founding US Account Executive - Agentic AI Humaans Software UK LTDFounding US Account Executive - Agentic AISan Francisco, CATo date, we've raised $20m in venture funding from some of the most respected founders, operators, and funds in technology: Lachy Groom (Physical Intelligence), Stewart Butterfield (Slack), Tobias Lütke (Shopify), Dylan Field (Figma), Jeff Weiner (LinkedIn), Claire Johnson (Stripe), Oliver Jay (OpenAI), Jay Simmons (Bond) as well as Y Combinator, Moonfire, Frontline Ventures, Pathlight Ventures, and Exor. A hunter mentality: you enjoy opening doors, staying persistent, and earning attention High tolerance for rejection - "no" doesn't slow you down, it sharpens your thinking Comfort operating in ambiguity: changing priorities, evolving messaging, partial context Bias toward action: you iterate rather than wait You naturally use AI and data to work smarter and increase leverage.
AI Software Engineer (Fullstack) Clearstory Technologies IncAI Software Engineer (Fullstack)Walnut Creek, CAIn this role, you'll own AI agents end-to-end: from scoping a workflow with product, to designing prompts and tools, to building the eval harnesses that prove the agent works, to shipping the surfaces where the agent shows up in our product. You'll work directly with our Head of AI, product leaders, and senior engineers to ship agents that move the needle for general contractors, specialty contractors, and owners managing billions of dollars in change orders every month.
Principal AI Engineer Salesforce IncPrincipal AI EngineerCA$172,500–$313,700 / yearYou'll build and maintain the core infrastructure, CI/CD pipelines, and platform services that underpin our machine learning initiatives and go further in designing the harnesses, sandboxes, and evaluation frameworks that let AI agents be developed, tested, and trusted in production. Implement evaluation frameworks for agent behavior using a combination of vendor, open source or in house built tools - covering task success, tool selection accuracy, trajectory evaluation, hallucination rates, latency, and cost.
Forward Deployed Engineer, Applied AI Snowflake IncForward Deployed Engineer, Applied AIMenlo Park, CA$126,000–$181,700 / yearTranslate ambiguous customer goals into measurable quality metrics, evaluation frameworks, and golden datasets - then run systematic eval loops to hill-climb on agent quality, catch regressions before customers do, and continuously raise the bar on accuracy, faithfulness, and safety. Experience building eval sets from production traces and synthetic data, and running structured experimentation (A/B tests, ablations, offline evals) to compare prompts, models, or agent architectures.
Senior Software Engineer - Observe by Snowflake, APM & AI Observability Snowflake IncSenior Software Engineer - Observe by Snowflake, APM & AI ObservabilityMenlo Park, CA$200,000–$287,500 / yearCollaborate cross-functionally with frontend, design, product, and support teams to deliver products that are intuitive for both human users and AI-native workflows (agentic users like Claude Code and Cursor are first-class citizens on our platform). Our products help engineering teams at companies like Capital One, Topgolf, and Dialpad move from detection to root cause 10x faster across hundreds of terabytes of telemetry data daily.
AI Forward Deployed Engineer ZipHQ IncAI Forward Deployed EngineerSan Francisco, CA$130,000–$150,000 / yearAs an AI Forward Deployed Engineer, you will embed directly inside our most strategic accounts, uncover the operational problems that are hardest to see from the outside, and build working solutions using Zips agent infrastructure and AppStudio. You will work where Zips platform meets real enterprise complexity, across procurement, finance, legal, and risk workflows, and you will be expected to see what needs to exist before the customer can articulate it.
Senior AI Product Engineer TruckSmarter IncSenior AI Product EngineerSan Francisco, CAWere a team of less than 25 building Dispatch, a vertically-integrated AI-powered product that performs many of the repetitive, time-intensive manual operations so that our users can focus on growing their business. Youll be at the forefront of building text- and voice-based AI agents that can drive external communication, perform reasoning, execute actions, and continuously self-improve.
Lead AI Engineer, Data Solutions Salesforce IncLead AI Engineer, Data SolutionsCA$172,500–$260,100 / yearThis role focuses on developing intelligent decisioning systems and building an agent flywheel-a system of feedback loops that continuously evaluate, optimize, and improve agent performance over time. The world of work as we know it is changing and we're looking for Trailblazers who are passionate about bettering business and the world through AI, driving innovation, and keeping Salesforce's core values at the heart of it all.
Staff Research Scientist, AI Agents & LLMs Snowflake IncStaff Research Scientist, AI Agents & LLMsMenlo Park, CA$236,000–$339,200 / yearAt the intersection of autonomous agents and large language models (LLMs), you will build the models and systems that turn enterprise data into self-directed, decision-making agents-shifting from passive data access to autonomous execution. We look for low-ego individuals who thrive in dynamic and fast-moving environments and move with an experimental mindset - who rapidly test emerging capabilities to discover simpler, more powerful ways to deliver results.
Staff AI Machine Learning Engineer medeloop Inc (US)Staff AI Machine Learning EngineerSan Francisco, CALead the design and architecture of advanced agentic AI systems, including reasoning loops (ReAct, CoT, ToT), tool-calling, dynamic multi-agent orchestration, RAG pipelines, memory/state management, and emerging protocols like Model Context Protocol (MCP) and Agent-to-Agent (A2A). Deep expertise with agentic frameworks and tools: LangChain/LangGraph, Model Context Protocol (MCP), Agent-to-Agent (A2A) protocols, Hugging Face, PyTorch, vector databases/semantic search, prompt engineering, and observability platforms (e.g., LangSmith, Phoenix).
Senior Software Engineer, Vehicle AI GMSenior Software Engineer, Vehicle AIMountain View, California$174,900–$222,000 / yearThis role involves leading the design, development, and deployment of robust, scalable, and intelligent software agents that drive innovation across our products and services. GM is looking to hire highly skilled and experienced Senior Software Engineers to join our team focused on developing cutting-edge AI agents.
Principal AI Platform Engineer NextdataPrincipal AI Platform EngineerSan Francisco, CaliforniaYou will build the product capabilities that allow AI systems to discover the right data, understand its meaning, request access, execute safe actions, and return reliable answers with context, lineage, and policy enforcement. The Principal AI Platform Engineer at Nextdata designs and builds the interfaces, systems, and agents that make governed enterprise data usable by both humans and AI agents.
Founding AI Engineer Semble AIFounding AI EngineerSan Francisco, CaliforniaThe $600B building-system integration industry still runs on spreadsheets and hand-drawn markups, even as building codes evolve rapidly and grow more localized. As a founding engineer, you’ll work directly with the founders to own and build systems such as: Vision pipelines that segment rooms, walls, and architectural elements from noisy PDFs/CAD files.
Forward -Deployed Engineer, AI Platforms, SF CalliereForward -Deployed Engineer, AI Platforms, SFSan Francisco, CaliforniaYou will lead POCs, debug gnarly integrations, and partner directly with customer engineering and security teams to get from âthis is coolâ to âthis is running in prod.â. Depth in at least one relevant area such as identity and auth, security tooling, agent frameworks, protocol / integration design, networking, deployment, or observability.