I don't always get it right. I complain about glossy war stories and universal product operating models, but some of my own suggestions are too easy or out of context. Here's one that I am retiring from future talks, posts, and podcasts…
For about a decade, I've been dropping a "magic bullet" anecdote into some of my talks — reserving a tiny bit of R&D capacity for the VP Sales to use on that one special opportunity. A way to take the edge off constantly turning down one-off deal-driven requests and less important single-customer suggestions. "If it's really that important and really that small, then the CRO can make the hard choice and use this quarter's magic bullet on it." Part of my overall theme of managing scarcity. See 41:58 in this Business of Software talk.
But it doesn't address the underlying reasons why revenue-side organizations are universally frustrated with product/engineering teams. And it often doesn't work in practice.
Here's what recently came in from an anonymized product leader:
We've tried your “magic bullet” concept, but ran into a tension that felt worth writing up. Last year, we tried it with our customer-facing teams.
The sales organization is supposed to get one magic bullet each quarter, worth two weeks of one engineer's time. The idea was simple: when they pull the trigger, it’s something that really matters and we make it happen.
On paper, it worked: requests were well-scoped; engineering delivered what they committed to; everyone acted in good faith. In reality, it didn’t land. The first magic bullet hit a serious bug late in development, and we missed the window. So while the work happened, the deal was lost. Another time, the request was just too big.
Today, we had an awkward-but-honest conversation: “Is there any point in magic bullets if we don’t get the thing we asked for?” They're frustrated. Honestly, so am I. And the hardest part is that they’re not wrong. There is real customer need behind these asks.
Engineering didn’t fail. Product didn’t skip steps. The process did. What I’m learning: constraints like “two weeks” feel empowering, until reality reminds you that delivery isn’t fully predictable.
Mea culpa. I really appreciated the unvarnished feedback.
What Real Product/Engineering Teams Face
I had simplified this story over time, glossing over some harsh R&D realities:
- In aggregate, incoming demand is usually 20x to 50x capacity. Not 20% to 50%. And I don't see AI resolving this soon, since it's about much more than coding — it's about the whole organization's ability to understand and build and educate and communicate and sell. (See Bottlenecks.) We will never be able to deliver everything that any customer asks for. And shouldn't. This is a core frustration for sales teams, since they face customers every day with new requirements and demands.
- Creating a separate, special queue for a few "magic bullets" does not create any new capacity. It steals from core development, which is always already overcommitted and Jenga-stacked with money story work that ties to important revenue.
- Sizing development effort is art, not science, and there is tremendous pressure to be optimistic. ("Come on, it can't really be that hard!" says every exec when a deal is hanging fire. "We don't need to gold-plate this, and it's only for one customer, and they promise to support it themselves…") Building production-worthy products is inherently unpredictable.
"Magic bullets" can become just another way for Engineering and Product to ignore the laws of physics, try to please, over-commit. Even though we know that doing X for this customer absolutely means not doing Y elsewhere.
The Right Context
In one organization where magic bullets worked well, I had built a deeply trusting relationship with the VP Sales — including lunch offsite together every week. We talked through emerging issues without assigning blame, and looked for shared wins. We separated personality clashes from operational snafus. We never threw each other under the bus in larger meetings. And I got early heads-ups on that quarter's likely magic bullet — so my team had time to think, rough-size, and decline big/risky requests. (Notice this is first a people problem, not a process problem.)
And it fit into the larger planning cycle: we — Sales, Marketing, Product, Engineering — put our heads together to agree on a strong roadmap each quarter. So when something new popped up, it wasn't something we had already deprioritized. C-level trust and context and self-control were the real magic bullets.
Sound Byte
Be skeptical of magic bullets, easy advice, and war stories. Including mine.