June 30, 2026
One-line brief, full-blown mess
Why Problem Statements Aren't Enough
Turns out “just fix it” isn’t a plan—and the comments were ruthless
TLDR: The article argues that “solve this problem” is rarely enough information; you need the surrounding people, company, and money context to make good decisions. Commenters turned that into a spicy roast about bad explanations and consultant-style certainty, with the loudest takeaway being: vague orders create chaos.
This piece starts with a painfully familiar workplace setup: someone tells a senior engineer to “build a company-wide message system” and acts like that one sentence is the whole assignment. The author’s big point is that real work only succeeds when you understand the bigger picture—what the company needs, how teams actually work, and what the business can afford to care about. In plain English: a problem statement is just the trailer, not the movie.
But the real fireworks came from the community, which instantly turned this into a debate about bad models, overconfidence, and people confidently explaining things they do not understand. One commenter blasted a linked post as an “embarrassing” misunderstanding of so-called AI “hallucinations,” basically saying the writer had invented a cartoon version of the problem and then pretended to solve it. Another delivered the thread’s most savage joke by comparing scientists and consultants: scientists test their models against reality, while consultants supposedly stop at “tell people this is the right model.” Ouch.
That roast captured the mood perfectly. Readers seemed to agree that vague top-down orders are where chaos begins, and that the real skill is not just building things—it is figuring out what everyone actually means. The subtext in the comments was deliciously cynical: anyone can sound strategic after the fact, but the hard part is surviving the mess of competing teams, priorities, and egos before the slide deck arrives.
Key Points
- •The article argues that broader trust, adoption, and value of work depend not only on execution but also on understanding strategic context.
- •It defines three forms of strategic context in organizations: technical context, team and organizational context, and business context.
- •The article says these contexts answer different questions: what can work, what can become real, and what is worth pursuing.
- •It notes that engineers, managers, and leaders typically approach the same problem from different default perspectives.
- •A case study describes a Staff Engineer asked to build a company-wide Pub/Sub system in an organization of about 200 engineers using Ruby, emerging Golang projects, limited Python, Sidekiq, and Twilio Segment.