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Whether you’re just starting with OKRs or looking to improve your existing implementation, this comprehensive guide will help you create an effective OKR framework that drives real results. The beauty of this system lies in its flexibility and focus on outcomes rather than activities.
So I’ve been on the hunt for a framework that actually helps you measure and increase your velocity. Core 4 pulls everything they’ve learned from working with thousands of teams into a single unified developer productivity framework. Her background is in developer tools and distributed systems.
Often, this is due to resource constraints rather than a lack of understanding of a PM role. Data PM: organizations dealing in data products (building AI/ML based products) prefer a PM with data science background so that they can appreciate the problems well and being able to work with data engineers/scientists.
The realization of simplicity is built on our belief in recognizing the interactions between multiple systems of an environment/ situation. Similarly, service designers are trained to navigate through complex systems of an environment/ situation by leveraging their system thinking capabilities. Let deep dive into 4 Ps.
At Intercom we strive to maintain a high caliber of customer support, and we do this with a peer reviewsystem, where every member of our Support team consistently reviews their teammates’ conversations. During a review, conversations are rated on two main aspects: quality and tone. Measuring our support.
Below, you’ll find what I believe is the most actionable, specific, and straightforward framework for crafting a strategy, for both your product and your company. As Chandra shares below, his framework sits on top of the best strategy wisdom out there (e.g. Then iron out any adjustments as a result of these reviews.
However, this is a naïve analysis that overlooks lost market share due to poor strategic thinking, or the demoralizing effect on engineers having to repeatedly rewrite code because of poor product-market fit. This framework covers five major questions: What do we aspire to be? Where do we play? And where do we not play?
IDEs) that help you write code with the help of AI Let’s review the most popular tools in each category to see what they can do and what we can build. Claude goes one step beyond ChatGPT’s abilities with their Artifact system. By default it uses specific frameworks called Next.js ” Finally, we have Lovable.
My guest has a four-part framework for improving this and he shares it in this discussion. His name is Mike Hannan and he has helped many organizations more quickly create value for customers and themselves by applying this framework. To get more projects done, you need to optimize the workflow of your system.
Customers are mostly flexible with their car preferences due to the nature of the marketplace. Enter CarFYAI, CarFY AI is an AI-powered system for streamlining car discovery in Car-as-a-Service platforms, providing a personalized and enhanced user experience for customers. Image credit: Karena E.I Image credit: Karena E.I
Our product engineers are empowered to build great features, fast. It underpins a whole host of core Intercom features – Inbox Views , API , Articles , the user list, Reporting , Resolution Bot , and our internal logging systems. In Intercom, we believe that shipping is our company’s heartbeat. persistent": {.
A robust ranking framework is key to answering these questions. Because every team’s needs may be a little different, the framework can be adapted to many situations. To prioritize our user stories, my team implemented a simple story ranking system adapted from Michael Lant, founder of projectyap.com. USER STORY PRIORITIZATION.
The value assessment framework allows you to identify gaps in any of the value layers — definition, delivery, and perception. Photo by Iain Kennedy on Unsplash When I was a product lead at Imperva, there was a feature that engineering kept telling me required a rewrite. The poor state of the feature wasn’t engineering’s fault.
by Rich Archbold, Senior Director of Engineering at Intercom. In this battle, I’ve found a secret weapon hidden within one of our core engineering strategies, an idea called Run Less Software. When I say “execute”, I don’t simply mean the engineering challenges of building something. The same is true in software.
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Build out an evaluation framework that uses inputs that matter to your team. For example, at Intercom, we primarily focus on return for effort; the estimated savings we will make per engineering hour required to execute the work. Where possible, automate manual tasks that require a detailed knowledge of costs or systems.
Reconstruct the UI flows, detail and prototype it out for engineers to start work. Design in high fidelity using the design system, take care of the edge cases, the unhappy flows and conduct usability testing on the prototype. Ship the final designs out to engineers. There will be mistakes, just try to make them early.
To use AI well in product management, we need to know how to ask it questions (called prompt engineering), balance AI ideas with human know-how, and always double-check AI’s work. He advises using AI as a starting point, but always reviewing and refining the output to ensure it aligns with product strategy and organizational goals.
Amid this incessant search for perfection, two paradigms have become prominent: Test-driven development (TDD) and feature flag-driven development (FFDD). Test-driven development (TDD), a software development approach in which tests are written before the code, is akin to building a safety net before performing a daring tightrope act.
Most sales and support teams are already well versed in conversations about data deletion, risk assessments and security frameworks, but those issues are going to become an even more prominent part of the discussion once GDPR comes into effect. Know your own systems. You are only as strong as the weakest link in your privacy ecosystem.
It tied together many of my experiences and I helped me put them into a framework. My student Eric Ries became the first adopter of Customer Development and recognized that in the 21st century, people were starting to adopt Agile Engineering, where you build products incrementally and iteratively. It’s a book that spoke to me.
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Large engineering organizations face a common problem – different teams working on different parts of a product can end up having specific domain knowledge, and even specific cultures, that can lead to silos. For instance, nearly a decade ago, Facebook established their engineering bootcamp program. What is an engineering tour?
As up and coming engineers in Silicon Valley, Jean Hsu and Edmond Lau long sought more influence and impact in their respective positions – but they couldn’t shake the feeling of being stuck. Many engineers feel like they must make a jump into management to lead. Jean: Especially with engineering teams.
A success story of an enterprise design system establishment, rollout and implementation at a multinational insurance company Managing design at scale, achieving a level of design consistency and quality. Those who are studying or working on a design system can readily recognize the significance of the title. Sound familiar?
We created a simple framework to understand the onboarding process. We developed a simple framework to understand it by outlining three things: The people: Who’s in the buying committee and what is their role in it? These individuals weren’t technical and often didn’t have access to engineers.
But before you deliver your great idea, you need people to be primed and prepared to receive and review it with their mental frameworks. User Story Mapping Target Audience: Engineering Team and UX Team Intent: Brainstorming and alignment How do you take a big idea, break it down into pieces and plan the execution?
It provides the speed and efficiency mobile apps require for constantly changing products while maintaining the security and integrity of existing systems. Airship is a modern product flagging framework that gives the right people total control over what your customers see and experience – without deploying code.
Just as the standardisation of brands through corporate brand guidelines once signalled the end of exploration in advertising agencies, the standardisation of user interfaces through unified patterns and design systems now marks a similar trend in digital product design. But is it really as simple as it sounds.
Below, we'll show you how to write the perfect data engineering resume. TL;DR A well-structured data engineer resume: has detailed, hands-on data pipeline experience, highlights projects and impacts, and includes Technical Skills and Relevant Education sections. 👋 Data Engineer Resume Reviews : Request a resume review.
Are systems in place for automation (e.g. If your organisation isn’t where it needs to be, the Harvard Business Review provides a helpful 2×2 grid for grading your organisation’s approach to quality management, and a pathway for improving it. You just reuse the product prioritisation framework you have or choose one.
Sustainability Spans The Entire Lifecycle Whether you are already a champion of green computing or are just beginning to grasp its significance due to the evolving client and regulatory landscapes, understanding and actively reducing the carbon footprint of our software creations is not just important — it’s imperative.
Over the past year, Phil Carter has been developing a framework for growing consumer subscription businesses, called the Subscription Value Loop. Source: “How Superhuman Built an Engine to Find Product Market Fit” 2. If you’re building a consumer subscription app, this post is your new bible.
There are enough stories of data breaches and cyber attacks to chill even the savviest security engineer to the core. An aerospace engineer turned entrepreneur, Adam learned early the best way to earn trust was proving you deserve it. Cyber security and compliance, it turns out, is in demand. Less than a year later, Drata was launched.
A product marketing framework is like a compass that guides you through the complex, fast-paced world of SaaS. From initial launch to ongoing product management , this framework acts as a map towards sustainable growth. However, selecting a framework or creating one from scratch can be very confusing.
Finally we structure the “what” – this means we create systems, frameworks and processes, rather than feeding squads a roadmap. Scale our systems to flexibly lend to more users. Credit decision changes can be made (mostly) without engineering input. Spotify engineering culture. Explain the why.
Generative AI has the potential to create economic impact within sales, marketing, software engineering & IT, customer operations, and R&D functions across various verticals. Software Engineering: Generative AI drafts computer code based on natural language prompts, which reduces the time required for coding and debugging.
For most roles, you can expect a phone call with a recruiter, a technical screen (for engineering roles), and an in-person onsite interview lasting 1–2 days at a Robinhood office because Robinhood highly values in-person collaboration and its office culture. Design an evaluation framework for ads ranking. max 2 transactions).
Below, we discuss how to prepare for and ace data engineering interviews. 🧠 About this guide : Written by Thang Tran , a senior data engineer (ex-Amazon, Meta, and Apple) and Exponent interview coach. Reviewed by Deeptaanshu Kumar, a VP of data engineering (ex-Capital One, Freddie Mac).
A global retailer engaged an external partner for endtoend development of a mobile loyalty app, including integration with POS systems, analytics dashboards, and thirdparty loyalty providers. Startups can ramp up to 20 engineers for an MVP phase, then scale down to a lean team for maintenance.
In doing so I hope to help demystify what you actually do in the role, provide a framework for assessing what dimensions of the role you are already good at delivering against, and opportunities for improvement on each. Google - The Anatomy of a Large-Scale Hypertextual Web Search Engine, written by Larry Page & Sergey Brin in 1998.
What if you knew that not all goal-setting frameworks are beneficial to your team? There are a plethora of goal-setting frameworks out there. But choosing a framework is easier said than done. Let’s dive into this article to find the perfect goal-setting framework to grow your product. Tiered goals framework.
In practice, being technically conservative looks like reusing existing technologies and frameworks in our stack, or promoting tried and tested patterns and solutions. Here, Waheed discusses our engineering principle “Be technically conservative”. At Intercom, we’re focused on the future, and we’re taking bold steps to get there.
Its about building a repeatable system that drives discovery, boosts engagement, and keeps users coming back. Its a system to make your app discoverable, shareable, and credible without relying on blind luck or paid ads alone. Here’s how to build that system: 1. But good reviews dont happen automatically.
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