Knowledge Hub

A repeatable and lean framework for building valuable products, with proven guides and best practices across product, design, and engineering.

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Overview of the OAK'S LAB Way

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The OAK’S LAB Way

The OAK'S LAB WAY: An Introduction to Our Product Development Methodology

The OAK’S LAB Way

10 min read

You need to ship a successful product, and there are more components to get right than most teams anticipate. From a strategic level, you need top-quality discovery to identify what's actually worth building.

Pillar 1: Principles

The OAK’S LAB Way

9 min read

Product teams debate the same decisions every sprint. Which features are most important for our business? Should we refactor now or ship faster? How much testing is enough before moving to production? Without clear principles, these conversations repeat weekly, slowing the team when the pressure ...

Pillar 2: Roles & Responsibilities

The OAK’S LAB Way

9 min read

Role clarity matters from the very first line of code, not just when you start scaling. Even a three-person team benefits from knowing who owns product decisions, technical architecture, and design quality. Without that clarity, every feature request turns into fifty message threads before anything actually gets built.

Pillar 3: Activities

The OAK’S LAB Way

10 min read

Go-live day arrives. Your team shipped twenty features this quarter. The velocity charts look impressive. The board meeting to show off how fast and how much you delivered is next week.

Pillar 4: Tools

The OAK’S LAB Way

10 min read

Your engineers are in three time zones. Your product manager is running discovery while engineering delivers the current sprint. A stakeholder in New York asks where to find the latest designs, while someone in Lisbon already reviewed them yesterday. Somebody posts a decision in a message thread that half the team doesn't see until the next morning.

Product-Building Principles

[4]

The OAK’S LAB Way

Pillar 1: Principles

The OAK’S LAB Way

9 min read

Principle 1: User Obsession

The OAK’S LAB Way

9 min read

A team spends three months building a dashboard packed with analytics features. Adoption sits below 15%. The board wants to know why growth isn't accelerating. The answer is uncomfortable: the team built what made sense in planning meetings, but not what users actually needed.

Principle 2: Outcomes Over Outputs

The OAK’S LAB Way

9 min read

Most product development teams are productive. They ship features, hit sprint commitments, and keep velocity trending upward. Unfortunately, a lot of these same teams are also building products that will fail.

Principle 3: Stay Lean

The OAK’S LAB Way

10 min read

Believe it or not, product development failures aren't always caused by building the wrong thing. Sometimes, they're caused by building too much of the "correct" thing. Feature creep is insidious and can kill companies just as easily as bad timing or a funding shortfall.

Principle 4: Relentless Focus

The OAK’S LAB Way

10 min read

Your team is shipping features faster than ever. Sprint velocity keeps climbing. Your roadmap is packed with exciting new functionality. And yet somehow, progress toward your core business objectives feels slow, and the results aren't what anyone expected or hoped for.

Principle 5: Discipline Fosters Innovation

The OAK’S LAB Way

10 min read

It's easy to believe that strict discipline kills creativity, but we think the opposite. After building products for companies ranging from pre-seed startups to publicly traded enterprises, we've discovered something counterintuitive: the teams that follow the strictest processes tend to be the most innovative.

Roles & Responsibilities

[4]

The OAK’S LAB Way

Tech Lead

The OAK’S LAB Way

14 min read

On our teams, Tech Leads do something fundamentally different from senior developers: they make architectural decisions that support long-term scalability while making sure code quality standards translate into systems that are actually maintainable six months from now.

Design Lead

The OAK’S LAB Way

16 min read

Our Design Leads are user-centered architects. They shape how products get discovered, understood, and used. That's a lot more than moving pixels — it's about translating product thinking into experiences that earn user trust and drive adoption.

Product Lead

The OAK’S LAB Way

12 min read

Most companies have someone with the title "Product Manager." Far fewer have someone who actually owns product outcomes.

QA Engineers

The OAK’S LAB Way

11 min read

A deployment process includes thorough testing. Production incidents still happen within 24 hours of every release. Something is clearly wrong with how the team validates quality and prevents bugs.

Software Engineers

The OAK’S LAB Way

14 min read

On our teams, software engineers are owners. They ship production systems, mentor less experienced engineers, and continuously improve the codebase they work in. That requires strong craft, but it also requires understanding the broader context of why something matters.

Dual-Track Agile Process

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The OAK’S LAB Way

Dual-Track Agile Process

The OAK’S LAB Way

11 min read

Most product teams operate in one mode: build mode. They take a backlog, estimate it, sprint it, and ship it. The problem isn't speed. It's that nobody validated whether the backlog contains the right things to build in the first place. Teams execute efficiently on features that users don't need, stakeholders assumed were important, or competitors launched first.

Dual-Track Agile Process: Discovery

The OAK’S LAB Way

10 min read

Most product teams waste months building features that users end up ignoring. They sprint through engineering backlogs, ship on time, and then wonder why adoption flatlines. The problem isn't their execution speed. It's that they're building the wrong things.

Dual-Track Agile Process: Delivery

The OAK’S LAB Way

12 min read

Discovery tells you what to build. Delivery builds it, tests it, and puts it in users' hands. The delivery track takes validated solutions from discovery and ships them with consistent velocity and quality. No headaches from unclear requirements, no rebuilding features that miss the mark, just predictable execution of de-risked work. In THE OAK'S LAB WAY, delivery runs as one half of our Dual-Track Agile process , always working from evidence rather than assumptions.

Dual-Track Agile Process: Meetings & Ceremonies

The OAK’S LAB Way

11 min read

Bad meetings kill product velocity and team morale and can turn structured delivery into organizational stagnation. Too many meetings, and nobody has time to actually work. Too few, and the team loses coordination. The wrong kinds of meetings, or poorly defined ones, leave everyone confused about why they're in the room.

Dual-Track Agile Process: Estimations

The OAK’S LAB Way

12 min read

Estimation is one of the most common sources of friction between engineering teams and the rest of the business. A feature gets estimated at two weeks and ends up taking six. Stakeholders lose confidence in timelines, engineers feel pressure to commit to numbers they don't believe, and nobody can explain where things went wrong.

Dual-Track Agile Process: Launch Strategy & Checklist

The OAK’S LAB Way

11 min read

Every software company deals with situations like features that work in staging but fail in production. Launches that succeed technically but fail commercially. Releases that ship on time but nobody notices. These aren't always engineering failures; sometimes they're launch strategy failures.

Dual-Track Agile Process: Validation

The OAK’S LAB Way

13 min read

The best product decisions happen when working directly with users and their feedback. When teams validate hypotheses with real users before building, they ship features that actually get adopted and deliver real value. When teams skip validation and rely on internal opinions or assumptions, they end up building features nobody uses. Teams end up not only wasting resources but also incurring opportunity costs for not doing it right in the first place.

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All newsletters

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Below is a current view of the market as it stands. Whilst this is not a complete view, I have tried to apply some logic to the groupings by selecting companies that are actively engaged, either directly or indirectly, in helping the ‘unbanked’, or simply

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August Engineering Monthly Round-Up

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Estimating Epics and User Stories with Story Points

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How top teams use story points to estimate and plan the amount of work for each product development sprint.

July Engineering Monthly Round-Up

Product Development

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Product Development

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Key metrics we’ve seen our successful early-stage B2B SaaS startup founders pay close attention to.

June Engineering Monthly Round-Up

Product Development

Technology

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Each month, the OAK’S LAB engineering team rounds up the latest news, insights, and events in the engineering world and shares them with you.

Utilizing Epics & User Stories in Agile Product Development

Product Development

Technology

June 7, 2023

The blueprint for product development teams to follow as they build user-centric products.

The Ultimate 7-Slide Formula for a Winning Startup Pitch Deck

Technology

Business

May 24, 2023

Securing a seed investment is great validation and a big boost for early-stage startups; however, for first-time founders navigating the venture capital world isn’t easy. A well-crafted pitch deck can open investor doors and become the starting point from which an investment is made.

How to Set a Framework for Scope Discovery

Product Development

Technology

May 22, 2023

How to identify the features that maximize the value for your users and business.

How to Use Qualitative Insights to Improve User Experience

Product Development

Business

May 10, 2023

The information product development teams use to improve the user experience and optimize their products for success.