Ran into a dev marketing term you didn't know?

Adoption rate is the share of people who actually start using a product or feature after they get access to it.

An AI agent is software that takes a goal, decides what steps to take, and carries them out on its own.

An AI search engine answers your question directly in plain language instead of handing you a list of links to click.

AI search optimization is the work of getting your brand named and quoted inside the answers that AI search engines give.

An AI workflow is a set process where several AI steps run in order to finish a bigger task.

Alerting is how a system warns the right person the moment something goes wrong, so they can fix it fast.

Annual recurring revenue, or ARR, is the predictable subscription money a company expects to collect over a year.

Answer engine optimization, or AEO, is the practice of writing content so that AI and answer engines pick it as the direct answer to a question.

An API, short for application programming interface, is a set of rules that lets two pieces of software talk to each other.

API calls are requests your software sends to another service's API to fetch data or trigger an action, like asking it to return a user's profile.

API documentation is the written guide that explains how to use an API, covering its endpoints, parameters, authentication, and example requests and responses.

An API gateway is a server that sits in front of your APIs, routing incoming requests to the right service while handling tasks like authentication, rate limiting, and logging.

API integration guides are step-by-step instructions that show developers how to connect a specific API to their own application and get it working end to end.

An API reference is the detailed catalog of every endpoint an API offers, listing each one's parameters, expected inputs, and returned responses for developers to look up.

API-first is a strategy where a company designs and builds its API before the user interface, treating the API as the main product developers buy and build on.

APM is software that tracks how an application performs in real time, measuring things like response times, errors, and resource use to help teams find and fix problems.

Architecture is the high-level design of a software system, describing how its major parts are organized and how they connect and work together.

Authentication is the process of verifying that a user or system is who they claim to be, usually through credentials like a password, token, or key.

Autonomous agents are AI programs that pursue a goal by deciding their own steps and acting on them without needing a human to guide each move.

B2B SaaS is software sold to other businesses over the internet by subscription, rather than to individual consumers or as a one-time download.

B2D marketing is marketing aimed directly at software developers as the buyers or users, focusing on technical value and proof rather than traditional sales pitches.

Backlinks are links from other websites that point to your site, and search engines treat them as votes of credibility that can improve your ranking.

Blog as code is a practice where blog posts are written, versioned, and published using the same tools and workflows developers use for source code, like Git and pull requests.

Boilerplate code is the standard, repetitive code you have to include in many projects with little or no change, such as setup and configuration scaffolding.

Bottom-up adoption is when individual users or small teams start using a product on their own, and usage spreads upward to managers and company-wide buying.

Bottom-up GTM is a go-to-market strategy that wins individual users or teams first with a self-serve product, then expands into larger company-wide deals.

Bounce rate is the share of visitors who land on a page and leave without clicking anything or visiting a second page.

CAC is the total sales and marketing spend needed to win one new customer, calculated by dividing those costs by the number of customers gained.

Churn rate is the share of customers or revenue you lose over a given period because people cancel or stop paying for your product.

CI/CD is a practice that automatically tests and ships code changes, so updates move from a developer's machine to production quickly and reliably.

A CLI is a text-based way to control software by typing commands instead of clicking buttons in a graphical interface.

CLI documentation explains a command line tool's commands, options, and arguments, showing developers how to use it and what each command does.

Cloud infrastructure is the computing power, storage, and networking that companies rent from providers over the internet instead of buying and running their own hardware.

Code examples are short, runnable pieces of sample code in documentation that show developers exactly how to use a feature or complete a task.

A code snippet is a small, reusable block of code that shows how to do one specific thing, often copied directly into your own project.

Community engagement is the work of actively interacting with users in forums, chats, and social channels to answer questions, gather feedback, and build relationships.

Community-led growth is a strategy where a company grows mainly through an active user community that shares knowledge, helps newcomers, and attracts new users.

Container orchestration is software that automatically deploys, scales, and manages many containers across servers, handling tasks like restarts and networking so you do not do it by hand.

Containerization packages an app with everything it needs to run into a lightweight, isolated unit called a container, so it behaves the same on any machine.

A content audit is a systematic review of all your existing content to see what is performing, what is outdated, and what should be updated, kept, or removed.

A content cluster is a group of related pages linked around one central pillar page on a topic, which helps search engines understand your depth on that subject.

A content marketing funnel is the path content guides people along, from first becoming aware of a problem to finally deciding to buy your product.

Content ROI measures the return you get from content by comparing the revenue or leads it generates against what you spent to create and promote it.

A content strategy framework is a structured plan that defines who your content is for, what topics you cover, and how you create, publish, and measure it.

Content syndication is republishing your content on other websites or platforms to reach their audiences, usually with a link back to your original version.

Conversion rate optimization is the practice of improving a website or page so a larger share of visitors take the action you want, like signing up or buying.

A CTO, or chief technology officer, is the executive who leads a company's technology strategy, engineering teams, and decisions about the tools and systems it builds with.

Data platforms are systems that collect, store, process, and analyze large amounts of data, giving teams one place to manage and get insights from it.

Developer activation is the moment a developer first reaches real value with your product, like making a successful API call or shipping their first integration.

Developer adoption is the share of developers who start using and keep relying on your tool, API, or platform in their actual work.

A developer advocate is a person who bridges a company and its developer community, creating content, giving talks, and bringing developer feedback back to the product team.

A developer community is a group of developers who gather around a product or technology to ask questions, share knowledge, and help each other build.

Developer education is the practice of teaching developers how to use a product through docs, tutorials, courses, and examples so they can build with it confidently.

Developer enablement is the work of giving developers the tools, docs, and resources they need to get productive with a product quickly and without friction.

Developer evangelism is the practice of advocating for a product to developers through talks, demos, and content so they understand and want to use it.

Developer experience is how easy, pleasant, and productive it feels for developers to discover, learn, and build with a product, from its docs to its APIs and tooling.

Developer journey mapping is the practice of charting every step a developer takes with a product, from first discovery to active use, to find and fix friction along the way.

Developer marketing is the practice of reaching and winning over developers as buyers and users, using honest, technical content instead of traditional sales pitches.

A developer persona is a profile of a typical developer you want to reach, covering their role, skills, goals, and frustrations, used to guide marketing and product decisions.

A developer portal is a central website where developers find a product's docs, API references, guides, and tools needed to start building with it.

Developer relations is the function that builds trust between a company and developers through education, advocacy, community support, and feedback to the product team.

Developer-first describes a product or company that treats developers as its primary audience, designing the product, docs, and go-to-market around their needs.

DevOps is a set of practices that combines software development and IT operations so teams can build, test, and release software faster and more reliably.

DevRel strategy is the plan for how a company builds relationships with developers, setting goals, audiences, channels, and metrics for education, advocacy, and community work.

DevTools are the software products developers use to write, test, debug, deploy, and monitor their code, such as IDEs, libraries, and command-line tools.

Distributed tracing is a way to follow a single request as it moves through many services in a system, so you can see where time is spent and where it fails.

Docs-as-Code is an approach where documentation is written, version-controlled, reviewed, and published using the same tools and workflows that engineers use for code.

Docs-as-Marketing is the practice of treating product documentation as a channel that attracts and convinces buyers, not just a reference for existing users.

Product documentation is the set of guides, references, and tutorials that explain how to install, use, and troubleshoot a product.

Domain Authority is a score that estimates how likely a website is to rank well in search results, based mostly on the quality and number of links pointing to it.

Dwell time is how long a visitor stays on a page after clicking through from search results before returning to the results list.

An editorial calendar is a schedule that plans what content gets created and published, by whom, and on which dates across upcoming weeks or months.

End-user adoption is the degree to which the actual people meant to use a product start using it regularly in their day-to-day work.

Engagement rate is the share of people who actively interact with content or a product, such as clicking, commenting, or using features, out of those who saw it.

Engineering leads are senior technical people who guide a team's work, make architecture decisions, and often influence which tools the team adopts.

Enterprise marketing is the practice of selling to large organizations, where deals are big, sales cycles are long, and many people weigh in on the decision.

Event-driven architecture is a software design where parts of a system react to events, like a user action or a data change, instead of being called directly.

A fractional CMO is a senior marketing leader who runs a company's marketing strategy part-time, giving smaller firms executive expertise without a full-time hire.

Frameworks are reusable foundations of prewritten code that handle common tasks, so developers can build applications faster instead of starting from scratch.

The freemium model is a pricing approach where a basic version of a product is free forever, while advanced features or higher limits require payment.

Full-stack refers to working across both the front end that users see and the back end that handles data and logic behind the scenes.

Generative Engine Optimization (GEO) is the practice of shaping content so AI search tools like ChatGPT and Perplexity cite and surface your brand in their answers.

GitHub Documentation is the set of guides and references hosted on GitHub that explain how to install, use, and contribute to a project's code.

GitHub Repositories are storage spaces on GitHub that hold a project's code, files, and full history of changes so people can track and collaborate on it.

Go-to-Market (GTM) is a company's plan for how it will reach customers, sell a product, and win in the market once it launches.

Growth Engineering is the practice of using code, experiments, and data to build features and systems that increase user signups, activation, and retention.

Growth Marketers are people who run experiments across the whole funnel, from acquisition to retention, to find repeatable ways to grow a product's user base.

Hacker News is a popular online community run by Y Combinator where people share and discuss technology, startups, and programming through links and comments.

High Availability (HA) is designing a system so it keeps running with very little downtime, usually by adding backups that take over if one part fails.

A How-to Guide is a piece of documentation that gives step-by-step instructions for completing a specific task or reaching a particular goal.

IaaS (Infrastructure as a Service) is a cloud model where you rent computing basics like servers, storage, and networking instead of buying and running your own hardware.

IaC (Infrastructure as Code) is managing servers and other infrastructure through written configuration files, so setups can be repeated, reviewed, and version-controlled like software.

Inbound Marketing is attracting customers by creating helpful content they find on their own, rather than interrupting them with ads or cold outreach.

Infrastructure SaaS is software sold as a subscription that provides the backend building blocks, like databases, hosting, or networking, that other applications run on.

Integration Guides are documentation that walks developers through connecting a product to another tool, service, or system step by step.

Interactive Documentation is docs that let readers try things directly on the page, such as running code or testing API calls, instead of only reading.

An Internal Developer Portal is a central self-service hub where developers can find tools, services, and documentation to build and ship software without waiting on other teams.

KPIs are the specific, measurable numbers a business tracks to judge how well it is progressing toward its most important goals.

Kubernetes is open-source software that automatically deploys, scales, and manages containerized applications across a cluster of machines so they keep running reliably.

Latency is the delay between when a request is made and when the response arrives, usually measured in milliseconds.

Technical lead generation is the practice of attracting developers and engineering buyers as potential customers, often through content, tools, and documentation that match how they evaluate products.

An LLM is an AI model trained on huge amounts of text to understand and generate human-like language, powering tools like chatbots and writing assistants.

LLM applications are software products and features built on top of large language models, such as chatbots, code assistants, and tools that summarize or generate text.

LLM optimization is the practice of structuring content so that AI models like ChatGPT are more likely to find, understand, and cite it in their answers.

LLM-based discovery is how people find products, answers, or information by asking AI models instead of using traditional search engines.

Logging is the practice of recording events and messages from software as it runs, giving teams a record they can review to understand behavior or diagnose problems.

Long-form content is in-depth written material, typically over a thousand words, that covers a topic thoroughly rather than briefly.

Long-tail keywords are longer, more specific search phrases that get less traffic individually but face less competition and often attract more qualified visitors.

Machine learning is a branch of AI where software learns patterns from data and improves at a task on its own, without being explicitly programmed for every case.

A Marketing Qualified Lead (MQL) is a potential customer who has shown enough interest, through actions like downloads or sign-ups, that marketing judges them worth passing to sales.

Metrics are numerical measurements collected over time, like request counts or error rates, that show how a system or application is performing.

Microservices are an architecture that splits an application into small, independent services, each handling one job and communicating with the others over a network.

Middleware is software that sits between different applications or components, handling shared tasks like authentication, logging, or data passing so they can work together.

Monitoring is the practice of continuously collecting and checking data about a system so you can spot problems and confirm it is working as expected.

Monthly Recurring Revenue (MRR) is the predictable revenue a subscription business expects to earn each month from its active paying customers.

No-Code and Low-Code are tools that let people build software using visual interfaces and ready-made blocks, with little or no traditional programming.

Node.js is a runtime that lets developers run JavaScript outside the browser, commonly used to build servers and backend applications.

OAuth is a standard that lets one app access your data in another app, like signing in with Google, without sharing your actual password.

Observability is the ability to understand what is happening inside a system, by examining its outputs like logs, metrics, and traces, especially when something goes wrong.

Open Source Software (OSS) is software whose source code is publicly available for anyone to view, use, modify, and share, usually for free.

Organic Traffic is the visitors who reach your website through unpaid search engine results, rather than through ads or other paid channels.

OSS Launch Visibility is how much attention and awareness an open source project gets when it is first released, across places like GitHub, social media, and developer communities.

Perplexity is an AI-powered search engine that answers questions directly in conversational language and cites the sources it pulled from.

Pillar Content is a comprehensive piece covering a broad topic in depth, which links to and anchors related, more specific articles around it.

PLG, or product-led growth, is a strategy where the product itself drives signups and expansion, letting people try and adopt it before sales gets involved.

A proof of concept, or PoC, is a small build that tests whether an idea or technical approach actually works before committing to full development.

Product adoption metrics are numbers that track how many users start using a product or feature, how deeply they use it, and how quickly they get there.

Technical product managers are product leaders with engineering knowledge who guide development of developer tools, APIs, and infrastructure where deep technical understanding is required.

A product qualified lead, or PQL, is a user whose actual usage of a product signals they are likely to buy or upgrade.

Programmatic SEO is the practice of automatically generating many similar web pages from a data set to rank for large numbers of related search queries.

Provisioning is the process of setting up and configuring the servers, accounts, or resources someone needs so a system or service is ready to use.

A query language is a structured way of writing requests that tells a database or system exactly what data to find, filter, or change.

Quickstart guides are short documentation pieces that walk a new user through the fastest path to getting a product working and seeing a first result.

RAG, or retrieval-augmented generation, is a technique where an AI model fetches relevant documents first and uses them to produce more accurate, grounded answers.

React is a popular JavaScript library for building user interfaces by composing reusable components that automatically update when the underlying data changes.

Recipe libraries are collections of short, task-focused guides that show developers how to accomplish specific common goals with a product, step by step.

Reddit marketing is promoting a product on Reddit by joining relevant community discussions and sharing helpful content rather than running obvious advertisements.

Retention rate is the share of customers or users who keep using a product over a given period instead of leaving.

ROI, or return on investment, is a measure of how much money you gain or lose from something compared to what you spent on it.

SaaS, or software as a service, is software you access over the internet and pay for by subscription, instead of installing and owning it yourself.

An SDK, or software development kit, is a bundle of tools, code libraries, and guides that helps developers build software for a specific platform or service.

SDK documentation is the set of guides, references, and examples that explain how to install and use a software development kit to build with it correctly.

SDK downloads is the number of times developers have downloaded a software development kit, often used as a rough signal of adoption and developer interest.

Search engine optimization, or SEO, is the practice of improving a website so it ranks higher in search results and attracts more visitors from search engines.

Search intent is the underlying goal behind a search query, meaning what the person actually wants to find, learn, or do when they type it.

Self-serve onboarding is a setup process where new users can sign up and start using a product on their own, without needing a sales rep or support contact.

A SERP, or search engine results page, is the page a search engine shows after a query, listing the links, ads, and other results it returns.

Serverless is a way of running code where a cloud provider handles the servers automatically, so developers only write functions and pay for what they use.

An SLA, or service level agreement, is a contract that promises a specific level of service, such as uptime or response time, and what happens if it is missed.

A solutions architect is a technical expert who designs how a product or system should be set up to meet a customer's specific needs and goals.

Stack Overflow is a popular question-and-answer website where developers ask coding questions and share answers, widely used for solving programming problems.

Subreddits are topic-specific communities on Reddit, each focused on a particular subject where members post, comment, and discuss things related to it.

Syndication is the practice of republishing the same content across other websites or platforms to reach a wider audience beyond where it first appeared.

A tech stack is the set of programming languages, frameworks, databases, and tools a team combines to build and run a software product.

A technical blog post is an article that explains a development concept, tool, or solution in enough depth that engineers can understand and apply it.

Technical content marketing is the practice of creating accurate, in-depth content for developers so they trust and eventually adopt a product.

Technical decision makers are the engineers, architects, and leaders who evaluate and approve which tools and technologies their organization will buy and use.

A technical lead is the senior engineer who guides a team's technical direction, makes key design decisions, and is accountable for the quality of what gets built.

Technical SEO is the work of optimizing a website's structure, speed, and crawlability so search engines can find, index, and rank its pages.

Technical thought leadership is publishing original, credible insight on hard engineering topics so a person or company becomes a trusted voice in their field.

A technical tutorial is a step-by-step guide that walks a developer through building or configuring something so they can reproduce the result themselves.

Technical video production is the process of creating videos, like demos and walkthroughs, that explain how a product or technology works to a developer audience.

Technical writing is the craft of explaining complex software and systems clearly and accurately so readers can understand and use them correctly.

Telemetry is the automatic collection of data, like metrics, logs, and traces, from a running system so teams can monitor its health and behavior.

Terraform is a tool that lets teams define cloud infrastructure as code, so servers and resources can be created and changed in a repeatable way.

Time to Hello World is how long it takes a new developer to get a product's first basic example running after they start.

Time-to-value is how long it takes a new customer to reach the first real benefit they signed up for after they start using a product.

Top-of-funnel is the earliest stage of the buyer journey, where people first become aware of a problem or a brand before considering a purchase.

A topic cluster is a group of related web pages built around one central pillar page, linked together to show search engines you cover a subject thoroughly.

Tracing is a way to follow a single request as it moves through all the services in a system, so you can see where time was spent or things broke.

Turnaround time is the total time it takes to finish a task or request, measured from when it comes in to when it is completed and delivered.

UI/UX covers how a product looks and is laid out, plus how it feels to use, together shaping whether people find it clear and easy to navigate.

Uptime is the share of time a system or service is running and available to users, usually shown as a percentage over a given period.

A use case library is an organized collection of documented examples showing how a product solves specific real-world problems for different users or situations.

Use cases are specific situations or problems that show how and why someone would actually use a product to get a particular job done.

Vanity metrics are numbers that look impressive, like page views or follower counts, but do not really show whether a business is succeeding.

Version control is a system that tracks changes to files over time, letting people work together, see edit history, and roll back to earlier versions.

A virtual machine is a software-based computer that runs inside a physical machine, behaving like a separate computer with its own operating system and resources.

A VP of Engineering is the leader who runs an engineering team, handling people, processes, and delivery so the company ships software reliably and on time.

A webhook is a way for one app to automatically send data to another the moment an event happens, instead of the other app having to keep asking.

A whitepaper is an in-depth, authoritative document that explains a problem and a proposed solution, often used to inform or persuade technical buyers.

A workflow is the defined sequence of steps and handoffs that a task moves through from start to finish to get a piece of work done.

Y Combinator (YC) startups are early-stage companies funded and mentored by Y Combinator, a well-known accelerator that gives them money, advice, and connections in exchange for equity.

YAML is a human-readable text format for storing configuration and structured data, using indentation and simple key-value pairs instead of brackets or tags.

Zero Trust Architecture is a security approach that trusts no user or device by default, verifying every request before granting access, even from inside the network.

A zero-day vulnerability is a software flaw that attackers discover and exploit before the vendor knows about it or has released a fix.