I hated it. I was in a difficult conversation with leadership, explaining why we couldn’t ship. The reason? One key person was absent. As a Technical Product Manager, I was new to the setup and hadn’t built this team myself, but I refuse to abandon ownership just because I’m the new person. I was learning from the dynamics of the team and organizational culture.
I realized our delivery was dependent, not designed. If your software delivery engine stops because someone took a sick day, you aren’t running an Agile team; you’re running a bottleneck.
Fixing the Delivery Engine Piece by Piece
I knew I couldn’t fix everything overnight, so I treated the system like a product and started iterating. I focused on shifting from individual dependency to cross-functional ownership.
- Created Backups & Shared Context: We stopped letting critical workflows live only in people’s heads.
- Rotated Responsibilities: I ensured knowledge wasn’t locked with one person by rotating tasks during Scrum sprints.
- Introduced DevOps & Automation: We implemented CI/CD and uptime monitoring to remove manual deployment risks and “surprises”.
- Distributed Ownership: I gave the team ownership of upcoming deliveries, empowering them to make strategic decisions rather than just executing tasks.
Within a year, the transformation was clear: the products I led no longer depended on a single point of failure.
Useful Findings for Product Leaders
Through this process of Digital Transformation, I discovered three hard truths about modern product delivery:
The “Bus Factor”:
The bus factor is a risk management metric representing the minimum number of team members who, if suddenly unavailable (e.g., hit by a bus), would cause a project to fail due to lack of critical knowledge. A low bus factor (e.g., 1) indicates high risk, while a higher number indicates a resilient team with shared knowledge.
Agile is About Resilience
Agile is often misunderstood as a set of ceremonies or frameworks like Scrum or Kanban.
In reality, Agile is a resilience system. It is the ability of a team to adapt when priorities shift, people change, or uncertainty increases. A truly Agile team does not depend on perfect plans; it is designed to absorb change and continue delivering value.
Documentation is Delivery
When knowledge lives only in people’s heads, it creates hidden dependencies. This leads to delays, confusion, and risk when key individuals are unavailable. This is a form of technical debt that is harder to detect than bad code. Documentation is not overhead.
It is what makes delivery repeatable and reliable.
The “Resilient Delivery” Framework
To reduce these issues in your own organization, I suggest moving away from “hero culture” and toward a system-based framework:
Pillar 1: Knowledge Liquidity: Use tools like Kanban to visualize not just tasks, but who knows how to do them. If only one name appears on a certain type of ticket, you have a knowledge silo.
Pillar 2: Automated Guardrails: Shift from manual processes to AI-driven automation and CI/CD. Let the machine handle the “how” so the humans can focus on the “why”.
Pillar 3: Strategic Redundancy: Startups don’t have abundance of resources. That requires adaptability essential. Cross-train your team, share context, and enable people to step into adjacent roles when needed.
Closing Thoughts
Look at your setup today: where does everything slow down when one person steps away?. If you are an aspiring Product Manager in or a founder navigating Digital Transformation, don’t wait for a crisis to fix your system. Build for resilience, not just for speed.
By prioritizing shared context and automated guardrails, you ensure that your “product” continues to deliver value even when life happens.
How are you currently handling single points of failure in your delivery process?
Tahir Shahzad
Tahir Shahzad is a Product Manager, Product Owner, and technology consultant with over a decade of experience helping startups and organizations build products people actually use. If you are working on a product problem worth solving, reach him at tahirshahzad.com/contact/
