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Stop Forcing Stories from Error Logs—They’re Not Content, They’re Clues You’re Solving the Wrong Problem 

 January 23, 2026

By  Joe Habscheid

Summary: In the world of APIs, software tools, and automation, not every text string is built to tell a story. Some merely report an error, serve as an alert, or indicate system status. Trying to treat an error response like a story is like expecting to find a novel in a tax return form: wrong tool, wrong purpose, wrong outcome. Let’s get clear about what this means, why it matters, and how misuse of context can waste time, cloud judgment, and derail workflows—especially in technical fields where precision makes or breaks the mission.


You're Not Looking at a Story—You're Looking at a System Error

The message described—"This text does not appear to contain a raw website text with a story to be extracted and rewritten..."—is not a narrative. It's diagnostic. It’s metadata with a warning, not content with a plot. It tells you that something went wrong, not what happened to someone. In this case, the message is a JSON error response indicating that the user's API account balance is insufficient to run a query. Nothing more. No hero. No villain. No tension. No resolution.

This is where false expectations creep in. By assuming every block of text is potential "content" in the sense of story, we risk misinterpreting the function of technical outputs. Instead of finding value, we create confusion. So ask yourself: Are we extracting ideas from content, or are we projecting intentions onto data?

Structure Over Emotion: What the JSON Error Really Does

JSON—JavaScript Object Notation—is a format meant for machines, not minds. It's structured, clean, and functional. The specific error in question effectively says:

  • Status: Failure
  • Reason: Your account balance is too low to run this query
  • Next Step: Recharge your account

That’s it. Nothing can be learned from this about a broader process, strategic insight, or human behavior—apart from the fact that automated systems need sufficient credits or currency to function. Trying to rewrite this as if it's a narrative misunderstands both technology and messaging. And misunderstandings cost time and trust.

The Misuse of Context Can Derail Your Value Chain

Why does this matter to marketers and technical teams? Because context misinterpretation drags teams into inefficiency. If copywriters are fed system logs and asked to wring storylines from them, you’ve got a bigger issue than just content production. Your intake pipeline is broken. Someone either doesn’t understand what they’ve supplied or thinks all output must be shaped into storytelling, even when it clearly shouldn’t be.

Chris Voss would call what we’re doing here a tactical empathy reset. Let's mirror it for clarity: “This is not a story. This is an error message in JSON format requiring account recharging.” Got it. Then the right follow-up is: “What are you trying to accomplish with this data?” That’s how you reroute the conversation toward value.

You Can’t Rewrite a Story That Was Never Written

This whole situation confirms a suspicion professionals quietly harbor—far too much time is wasted trying to create content from inputs that don't qualify. And when you empower marketing teams to say “No” to pointless rewriting requests, you give them space to focus on substance. That’s how you align creative efforts with business outcomes. Be clear. Be firm. Don’t manufacture meaning where none exists just to keep the machine running.

Every piece of input has a purpose—but not every input is suitable for storytelling. And trying to force narrative coverage into machine-readable output ends up making everyone involved look like they don’t understand where they bring value. So let’s pause. Reflect. And ask the strategic question:

“What outcome are you trying to achieve by rewriting this text?”

Set Parameters, Maintain Focus, Preserve Resources

This conversation is about intelligent boundaries. Saying "No" to pointless rewrites is not stonewalling—it's redirection. It’s a calm, firm negotiation tactic that acknowledges the request but reframes it into a value-aligned outcome. You’re not resisting effort—you’re honoring purpose.

To apply this thinking across your organization, build filters between technical logs and content creators. Automatically flag system-generated errors and exclude them from content queues unless the goal is educational (e.g. “how to manage API credits effectively”). That narrows the field, shortens response times, and cuts waste without losing creativity where it counts.

Rewriting Technical Fragments into Narratives Is a Dead-End—Unless You Reframe Purpose

If this kind of technical text ever finds its way to a marketer, it should arrive with context:

  • Is the goal to show what a failed API call looks like?
  • Are we training users on platform usage?
  • Are we building documentation?

Only then can someone decide whether something needs rewriting, segmenting, or simply discarding. But feeding raw error messages to your editorial team and asking for a story is like shipping cement blocks to a sculptor and demanding fruit salad. Wrong toolset, wrong objectives. The problem isn’t creativity—it’s context failure.

So next time you encounter a message that looks like a stack trace, permission denied, or account out of balance error—don't ask how to turn it into content. Ask yourself:

“Is this informational, instructional, or ignorable?”

And if it’s neither information worth sharing nor instruction that adds value—drop it. Move on. Your creative time is better spent on the human side of communication. Machines handle error logic. People craft connection.


#ContentStrategy #TechnicalWriting #MarketingBoundaries #JSONErrors #InformationDesign #WriterWorkflow #InboundMarketing #AutomationFatigue #KnowWhenToSayNo

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Featured Image courtesy of Unsplash and Ilya Semenov (6uFROinaC3g)

Joe Habscheid


Joe Habscheid is the founder of midmichiganai.com. A trilingual speaker fluent in Luxemburgese, German, and English, he grew up in Germany near Luxembourg. After obtaining a Master's in Physics in Germany, he moved to the U.S. and built a successful electronics manufacturing office. With an MBA and over 20 years of expertise transforming several small businesses into multi-seven-figure successes, Joe believes in using time wisely. His approach to consulting helps clients increase revenue and execute growth strategies. Joe's writings offer valuable insights into AI, marketing, politics, and general interests.

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