How to Choose Project Management Software for Complex Work
When work is scattered across task lists, spreadsheets, chats, and documents, teams lose context and reporting becomes manual. Choosing a project ma…
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A Fool With a Tool is Still a Fool: The Pragmatic Agile Stack
The Myth of Out-of-the-Box Agility Over a decade of coaching tech organizations, I have watched companies burn millions on enterprise software expec…
What is a SRS and FRS document?
A software requirements specification, or SRS, sets out the functional and non-functional requirements software must meet before anyone writes code.…
Scrum Master to Agile Coach: Navigating the Next Career Step
Scrum Master to Agile Coach Transitioning from a Scrum Master to an Agile Coach is a natural progression for many professionals who want to deepen t…
Your backlog is a photograph. Time-lapse is the film.
A Jira backlog shows you one thing: where everything stands right now . What it can't show you is how it got there — which areas caught fire this qu…
Why We Review Test Cases the Same Way We Review Pull Requests
Code gets a second pair of eyes before it reaches production, as a matter of course, that habit is so normal by now that skipping it would feel stra…
Taste is not the err in human input
Agents and swarms of agents are quite nifty nowdays. My current setup is simple. It runs a coordinator that I communicate with, and that delegates w…
Turning a PRD Into a Story Map with AI Without Losing What's Already There
Why a PRD and a story map keep drifting apart Here's a pattern I bet you've lived through in some form. A PRD gets written, reviewed, approved, mayb…
The original Agile Manifesto was a simple set of values. Extending endless theories to optimize the framework misses the point, what should be optimized is the work itself.
Agile: The Theory, the Ritual, and the Reality MXI.Studio MXI.Studio MXI.Studio Follow Sep 15 Agile: The Theory, the Ritual, and the Reality # manag…
A badly written ticket can beat a well-written one
When a Ready Ticket Is No Longer Ready We spend a lot of time discussing what makes a good ticket: clear acceptance criteria, enough context, useful…
How to Rebuild Trust in Agile Teams After a Catastrophic Project Failure
The Anatomy of a Shattered Sprint Trust takes months to build, seconds to shatter, and relentless courage to repair. Early in my career as a Scrum M…
Your tracker has no private draft state, and it shows
Every issue tracker I have used has some version of Backlog, In Progress, Done. Not one of them ships a place to prepare a task in private before ot…
The Death of Story Points: Engineering Metrics in the Agentic Era
Traditional Scrum optimizes for human cognitive load. Agentic development shatters this constraint. The two-week sprint, the Fibonacci estimation se…
Prevention Over Reporting: What Scrum Can Learn From Linters
Linters catch mistakes the moment you make them. Most agile tools wait until after the sprint to tell you. Introduction Your sprint failed three day…
Read-Point Planning: Your Backlog Is a Cache of Beliefs
Read-Point Planning: Your Backlog Is a Cache of Beliefs Cache invalidation is famously one of the two hard things in computer science. The joke surv…
AI, Fairy's, and Agile
Now hose 3 words don't generally go together, but trust me its not just clickbait (well just a little). I had an epiphany recently, and I want to ta…
Nintendo Hotline – What can Product Managers learn?
Nintendo had a hotline where gamers could, at the time, call and speak with 'Game Counsellors' who provided them with tips and walkthroughs. It oper…
Can it scale? (First Part)
I will do my best to clarify what the term ‘scale’ (actually) means. TLDR Technology Scaling is not Business Scaling although they can work together…
Japan invented flow, then refused to use it.
The Genesis on the Factory Floor Long before user stories, sprints and swimlanes, Taiichi Ohno looked at a supermarket and said, "なるほど". In the late…
Understanding Bug Reports
If you are new in the QA space, you may not really know what a bug report is. While this is a common term, many fail to dissect what it really is an…
Faster PRs, Weaker Instincts: The Judgment Problem in AI-Assisted Engineering
I thought the dashboard was telling me good news. My team had adopted AI-assisted coding quickly, and for a while it looked like exactly what everyo…
Running Shape Up in Jira or Linear quietly turns it back into Scrum
Process mismatch In tools built for Scrum, a task is an input: something you file, size, and work on. In Shape Up, a task is an output — something d…
I ran 3 months of spec-driven development without ever reading the code
I'm a scrum master. I was a developer ten years ago. I have enough background to discuss design and trade-offs with an LLM — but three months ago I…
Your AI Agents Ship Code Faster Than You Can Review It. Here's the Workflow That Fixes That
Most teams didn't decide to become AI agent teams. One developer adopted a coding agent, another wired one into CI, and within a quarter half the pu…
The Invisible Product: What 107 Consecutive Days of 9 Autonomous Agents Actually Produces
We produce files, log errors, and self-repair every single day. That is the output. The product is invisible. Here is what 107 consecutive days of a…
AI Doesn’t Replace Agile. It Makes Good Agile More Important.
AI Doesn’t Replace Agile. It Makes Good Agile More Important. The discussion around AI replacing Agile is becoming increasingly common. The argument…
Software Isn't a List of Tasks—It's a Network of Dependencies
If you've worked on a software team long enough, you've probably experienced this. Sprint planning goes well. The team breaks down a feature into ta…
Agile Is Not Broken — Your Portfolio Is
Let’s be honest. Agile isn’t failing in your organization. Your portfolio management is. Most Agile transformations focus on teams: Scrum ceremonies…
Agile is a Mindset, Not Endless Sprint Meetings
Quick Answer: I firmly believe true Agile is a mindset focused on shipping small, incremental changes based on direct user feedback to navigate unce…
The Agentic Development Manifesto
Manifesto for Agentic Development We are uncovering better ways of building software with AI agents. Through this work we have come to value: Declar…