|
1 | 1 | --- |
2 | 2 | title: "How to Spot Automation That Will Become Technical Debt" |
3 | 3 | description: "Learn the warning signs that an automation is quietly becoming technical debt, why it happens, and how to fix it before it turns into a long-term maintenance problem." |
| 4 | +image: /assets/img/techincal-debt.jpg |
4 | 5 | categories: [Automation, Architecture] |
5 | 6 | tags: [automation, technical-debt, power-automate, system-design, it-architecture, maintainability] |
6 | 7 | --- |
| 8 | + |
| 9 | +**Just because it runs doesn’t mean it’s healthy** |
| 10 | + |
| 11 | +Automation should make work *easier*, not slower. Too often we build workflows, bots, and flows that technically still run — but quietly become obstacles. They work… but they hold you back. |
| 12 | + |
| 13 | +That’s what I mean by **automation debt**: |
| 14 | +> Automation that still runs but actively slows you down. |
| 15 | +
|
| 16 | +Everyone builds this stuff. I’ve built it. You’ve built it. Entire teams have unknowingly let it accumulate. |
| 17 | + |
| 18 | +In this post, I’ll walk through the common signs of automation debt — and what you can do about it without rewriting everything. |
| 19 | + |
| 20 | +--- |
| 21 | + |
| 22 | +## What Is Automation Debt? |
| 23 | + |
| 24 | +Automation debt isn’t about broken flows or errors. It’s about *friction*. |
| 25 | + |
| 26 | +It’s automation that: |
| 27 | +- still executes, |
| 28 | +- still delivers value, |
| 29 | +- but takes more effort to maintain than it should. |
| 30 | + |
| 31 | +It creeps in slowly, one “quick fix” at a time. |
| 32 | + |
| 33 | +Let’s look at the signals. |
| 34 | + |
| 35 | +--- |
| 36 | + |
| 37 | +## 1. No One Knows Why It Exists |
| 38 | + |
| 39 | +### Signs to Watch For |
| 40 | +- There’s no description or documentation. |
| 41 | +- Nobody owns it. |
| 42 | +- Names are vague — think `Flow 21`, `Copy of Approval`. |
| 43 | + |
| 44 | +You wind up with automations that feel like relics. They *work*, but nobody dares change them. |
| 45 | + |
| 46 | +**If you can’t explain why an automation exists, it’s already debt.** |
| 47 | + |
| 48 | +--- |
| 49 | + |
| 50 | +## 2. It Depends on a Single Person’s Account |
| 51 | + |
| 52 | +Maybe it runs under your credentials. Maybe it uses someone’s token. |
| 53 | + |
| 54 | +### Why This Is Risky |
| 55 | +- People rotate passwords. |
| 56 | +- Folks change roles or leave. |
| 57 | +- MFA and policy changes can silently break credentials. |
| 58 | + |
| 59 | +When that account goes stale, your automation often doesn’t crash loudly — it just stops doing what you expect. |
| 60 | + |
| 61 | +**Automation shouldn’t hinge on one human being.** |
| 62 | + |
| 63 | +--- |
| 64 | + |
| 65 | +## 3. Hardcoded Values Everywhere |
| 66 | + |
| 67 | +> “Just change this one thing…” |
| 68 | +> Famous last words. |
| 69 | +
|
| 70 | +### What This Looks Like |
| 71 | +- IDs and GUIDs baked into actions |
| 72 | +- Environment-specific URLs |
| 73 | +- Paths that only work in one context |
| 74 | + |
| 75 | +Every time something changes, you repeat the same manual hunt-and-replace. |
| 76 | + |
| 77 | +**Configuration should be external, not hardcoded.** |
| 78 | + |
| 79 | +--- |
| 80 | + |
| 81 | +## 4. No Failure Visibility |
| 82 | + |
| 83 | +If automation fails and nobody notices until a user complains… you lack monitoring. |
| 84 | + |
| 85 | +### Common Symptoms |
| 86 | +- No logs |
| 87 | +- No alerts |
| 88 | +- No success/failure tracking |
| 89 | +- You only find out when somebody reports it |
| 90 | + |
| 91 | +That means you’re always reacting instead of *seeing problems early*. |
| 92 | + |
| 93 | +**If users are your monitoring system, you don’t have monitoring.** |
| 94 | + |
| 95 | +--- |
| 96 | + |
| 97 | +## 5. It Grew Without Design |
| 98 | + |
| 99 | +Automation often starts simple. |
| 100 | + |
| 101 | +Then: |
| 102 | +- More steps |
| 103 | +- Nested conditions |
| 104 | +- Repeated blocks |
| 105 | +- No modular pieces |
| 106 | + |
| 107 | +Eventually, it’s a tangled mess. |
| 108 | + |
| 109 | +> Automation doesn’t rot. |
| 110 | +> **It spawns.** |
| 111 | +
|
| 112 | +At that point, trying to change it can feel like defusing a bomb. |
| 113 | + |
| 114 | +--- |
| 115 | + |
| 116 | +## 6. Nobody Knows the Cost |
| 117 | + |
| 118 | +Automation isn’t free — technically or financially. |
| 119 | + |
| 120 | +### Things People Miss |
| 121 | +- Licensing usage and costs |
| 122 | +- API rate limits |
| 123 | +- Performance impact |
| 124 | +- What happens at scale |
| 125 | + |
| 126 | +If you can’t answer: |
| 127 | +- “What is this costing?” |
| 128 | +- “What if usage increases?” |
| 129 | + |
| 130 | +…you’re operating blind. |
| 131 | + |
| 132 | +--- |
| 133 | + |
| 134 | +## How to Fix Automation Debt (Without Rewriting) |
| 135 | + |
| 136 | +The good news? Most automation debt can be *reduced* — without a full rewrite. |
| 137 | + |
| 138 | +### Assign an Owner |
| 139 | +Every automation should have: |
| 140 | +- Someone responsible |
| 141 | +- A clear point of contact |
| 142 | + |
| 143 | +Ownership brings clarity. |
| 144 | + |
| 145 | +--- |
| 146 | + |
| 147 | +### Externalize Configuration |
| 148 | +Move IDs, URLs, and environment specifics out of the logic and into variables, config lists, or parameters. |
| 149 | + |
| 150 | +That makes updates cleaner and safer. |
| 151 | + |
| 152 | +--- |
| 153 | + |
| 154 | +### Add Basic Health Reporting |
| 155 | +You don’t need a fancy dashboard. |
| 156 | + |
| 157 | +Start with: |
| 158 | +- Simple success/failure messages |
| 159 | +- Centralized logging |
| 160 | +- Critical failure alerts |
| 161 | + |
| 162 | +Even basic visibility is better than none. |
| 163 | + |
| 164 | +--- |
| 165 | + |
| 166 | +### Document Just Enough |
| 167 | +You don’t need a novel — just the essentials: |
| 168 | + |
| 169 | +- What does this do? |
| 170 | +- Who uses it? |
| 171 | +- What breaks if it stops? |
| 172 | + |
| 173 | +Future you will thank present you. |
| 174 | + |
| 175 | +--- |
| 176 | + |
| 177 | +## Closing Thoughts |
| 178 | + |
| 179 | +Healthy automation is: |
| 180 | + |
| 181 | +- *Boring* |
| 182 | +- *Predictable* |
| 183 | +- *Visible* |
| 184 | + |
| 185 | +It doesn’t require heroics. |
| 186 | +It doesn’t make you nervous to open it. |
| 187 | + |
| 188 | +If you’re afraid to touch a workflow… |
| 189 | +**It’s already technical debt.** |
| 190 | + |
| 191 | +--- |
| 192 | + |
| 193 | +Want a checklist or a follow-up on **refactoring automation safely**? Just ask. |
0 commit comments