DEV Community: Lesley J. Vos

Teach Systems to Own Repetitive Work Without Losing Human Context

Lesley J. Vos — Tue, 11 Nov 2025 07:56:31 +0000

Train systems to do routine tasks so that people can focus on decision-making. Start small, analyze the tools, and leave exceptions only for human specialists. For low effort wins, automate time tracking and payroll prep with a kiosk service like Timeclock.Kiwi to save hours each week.

Why Bother

Tiny, repetitive tasks steal time, i.e., the minutes that later lead to lost focus, slower performance, and burned-out teammates.

Automation looks like a solution to the problem, but the context matters:

Systems operating invisibly cause surprises and extra work for the people who have to clean up the mess.

Keep reading to learn a practical, step-by-step approach to teaching systems to own repetitive work while leaving decision-making to humans. You will see how to pick a micro-task, measure it, pilot an automation safely, and keep humans in the loop for exceptions.

The Problem: Automation Without Context

Automation means speed. However, when it's blind, it creates extra work: A script that assumes "every time card looks like X" will fail the minute someone clocks in from a different location or a public holiday lands midweek.

The system does the thing but misses the why.

That leads to alert fatigue. Teams get pinged for every tiny deviation, stop trusting the tool, and start manually re-checking outputs.

You also lose ownership. When a system silently decides "this is fine," nobody learns the edge cases. Fixes turn into firefights rather than opportunities to improve the flow.

We need automation that handles the routine but preserves context for judgment.

Below are the principles that make that possible. (They keep context alive while letting systems reduce the daily grind.)

1. Automate the predictable
Let the system have repeatable steps and surface anything that falls outside the pattern.

Practical tip: Start by defining the "happy path" and flag everything else for review.

2. Design for observability
Make outcomes visible, whether it's short logs, a compact dashboard, or meaningful notifications. Humans should see what happened and why.

Practical tip: Add a single dashboard tile that shows "exceptions this week" and link each item to raw input.

3. Involve people in decision-making, not in performing routine tasks
Humans should decide on exceptions, not babysit every action: Let systems suggest and people confirm.

Practical tip: Implement a "suggested action" mode for 2–4 weeks before switching to auto-apply.

4. Make reversibility easy
Enable quick undo, clear audit trails, and an easy rollback path. Mistakes must be cheap to correct.

Keeping backups will come in handy, too.

Practical tip: Store the original record for 30 days and provide a one-click revert in the UI.

5. Iterate with small feedback loops
Ship tiny automations, measure, and refine: Small scope = low risk and fast learning.

Practical tip: Run a 2-week pilot, collect surprises, update rules, repeat.

How to Design Systems: Steps to Follow

Map the task. Write the canonical flow in 3–5 steps: inputs, steps, expected outputs, and obvious exceptions. (A single A4 page or a short checklist is enough.)
Define success metrics. Pick 2–3 measures you can actually track: cycle time, exception count, and human touchpoints avoided. (Log the baseline for one week before you change anything.)
Choose the proper scope. Start with a high-frequency micro-task (clock-ins, CSV exports, formatting, triage). Small scope = fast wins. (Avoid automating anything that requires subjective judgment as the first pilot.)
Instrument first, automate later. Add lightweight telemetry (timestamps, source IDs, confidence scores) and a tiny dashboard. Check before you act. (Capture raw inputs so you can replay edge cases.)
Automate with safe defaults. Begin in "suggested action" mode: the system proposes, humans confirm. After a confidence period, enable automatic application for reliably correct patterns. (Require two confirmations for higher-risk changes during week one.)
Set escalation and ownership. Define who gets notified when confidence is low. Route everything to a single inbox or named person for the pilot. (Use one-liners in notifications: who, why, and the suggested next step.)
Pilot, learn, iterate. Run a 2–4 week pilot. Capture surprises, tune rules, and shrink the exception set; repeat with expanded scope. (Keep the pilot small enough that a rollback is painless.)

For time-tracking and kiosk-style inputs, a service like Timeclock.Kiwi is a nice place to start. Let the kiosk own clock-ins and exports, and keep a human reviewer for payroll exceptions during the pilot. That pattern turns repetitive reconciliation into a short weekly review instead of daily firefighting.

Sample Pilot Template You Can Copy:

Scope: employee clock-ins and weekly export → payroll system.
Baseline: manually reconcile timesheets (measure minutes per week for one lead).
Pilot setup (2 weeks): deploy kiosk for clock-ins (or a simple portal), enable CSV export, instrument exception logging, route exceptions to payroll lead. Keep auto-apply off for ambiguous entries.
Metrics to watch: # of exceptions/week, reconciliation time (minutes/week), and number of payroll disputes.
Example outcome: Most teams report a significant reduction in data reconciliation work; a manager who spent about 90 minutes per week on data reconciliation can often move to a 10-20 minute weekly review after setting up exceptions. You may also see fewer disputes because exports are cleaner and audit trails are available.
Next step if pilot succeeds: turn on confidence-based auto-apply for non-ambiguous records and expand scope to related micro-tasks (job codes, overtime flags).

This template keeps humans where judgment matters and gives systems the repeatable work they're best at. Run it, measure, and tweak: That's how automation keeps context instead of erasing it.

Any Risks, and How to Reduce Them?

Automation introduces new risks. The good news is that most are manageable with simple controls.

Below are some risks and what you can do about them.

Over-automation and blind trust

Keep a suggest-mode long enough to build confidence.
Require human sign-off for high-risk changes during the first month.

Lost context for new hires

Log what the system does and why.
Add a short onboarding checklist showing where to look when things go wrong.

Alert fatigue

Tune notifications to only surface accurate exceptions.
Batch low-importance items into a daily digest instead of firing a ping every time.

Compliance and payroll mistakes

Keep a human reviewer for financial/legal outputs until the error rate is low.
Log audits and retain original records for easy dispute resolution.

Security and access creep

Use least-privilege access and rotate credentials.
Automations should run with a service account that has only the permissions it needs.

Unclear rules and extreme cases

Instrument raw inputs so you can replay failures.
When an exception appears, add a small rule and re-run the pilot for another cycle.

So, What's Next?

Automation should free people to perform work that requires judgment, rather than destroying the human context that makes decisions intelligent.

Pick one micro-task today. Instrument it for one week, run a 2-week pilot in suggested mode, and route exceptions to a single owner. If you're automating time tracking, try a kiosk or Timeclock.Kiwi for a fast win: Let the system own clock-ins and keep a human reviewing exceptions for the first month.

Tweak rules and expand slowly. This is the way.

How to Create a Power Page in WordPress

Lesley J. Vos — Thu, 23 Mar 2023 14:13:00 +0000

I bet you'll agree with me on this one:

WordPress websites look more natural with blog post pages. No wonder: WordPress started its journey as a blogging platform; whether you use it for business or personal needs, big chances are you write posts to promote products/services, tell stories, or share the news.

But what if I tell you there's an instrument in WordPress surpassing landing pages and blog post pages in performance? It's a power page.

In this article, I'll walk you through creating a dedicated power page on your WordPress website and explain what content to publish on it for maximum results.

What is a Power Page?

The power page is a separate page on your WordPress website with the content you create to win Google's SERPs and get the highest possible rankings.

Backlinko's Brian Dean is a well-known ambassador of the power page concept:

He's the author of the Skyscraper Technique, a content creation strategy where you find relevant high-ranking content, explore its weak points, and develop a better content piece on your website to outperform the existing one.

Please note:

A power page is not only about top rankings in Google and the high traffic it will get because of those high positions in SERPs. You design it to go viral and get tons of natural backlinks and social media shares.

More than that:

A power page is about publishing 10x content, i.e., content that will be ten times better than the one currently leading the search results for a given keyword or topic.

Long story short, a power page is the most comprehensive and compelling material on the subject online. It's a page that will continue to generate natural backlinks and shares, demonstrate excellent behavioral metrics, and bring stellar conversion.

Why You Need a Power Page in WordPress

A well-crafted power page on your WordPress website helps solve the following issues:

Traffic. Thanks to the high rankings such content assets get from engines, your power page will skyrocket in organic traffic. Given it's super informative and, thus, LSI words-rich to cover the context and satisfy different search intents, it will also rank for long-tail keywords. Social media, backlinks from other websites, and bookmarks users practice to save your stellar content and come back to it again are substantial traffic sources, either.
Authority. A power page is your chance to build a reputation as an expert in the niche. It helps with awareness, trust, and loyalty, eventually converting visitors into followers and customers.
SEO bonuses. Power pages get tons of natural backlinks, boosting traffic and your website reputation. More than that, such comprehensive and high-quality pages influence dwell time and bounce rate, which are also critical for your WordPress website's success.
Buzz. Not only do power pages generate "likes" and shares on social media, but they also engage users in discussion: Comments in WordPress, social media groups and pages, and niche forums – all create buzz, aka a positive background noise around your brand.

How to Create a Power Page in WordPress Step by Step

And now, to practice:

Below are your five steps to creating a power page in WordPress for stellar visibility, traffic, and conversion.

1 – Understand the pages, themes, and templates

First, consider the difference between a WordPress blog post and a WordPress page. While you might want a blog article to become your power page, it's better to organize it as a separate page on your website.

Here is critical to check if your chosen theme and templates for WordPress design allow you to craft a page so that it looks like a powerful one.

Does its visual look meet your goal?
Will the theme allow you to add content blocks, newsletter subscription buttons, or whatever you want to include there?

Depending on the content you'll publish on your WordPress power page, ensure your theme visually matches it.

It's worth researching and creating test pages for your website before choosing a theme. Ensure it allows you to make all the changes: color, typography, visual content, different content blocks, and more. You'll need the WordPress theme that offers pre-designed yet fully customizable templates for separate pages.

If you want to level up your theme's options, a WordPress page builder can help. It comes with pre-designed sections and drag-and-drop options to design a page the way you like.

2 – Create a new Page in your WordPress Panel

Once you have a proper theme for your future power page to look the way you need, go to your WordPress Panel and set it up:

Ensure you add it as a separate page, not another blog post on your website. For that, go to Pages from your Dashboard and click on the Add New button. No need to publish it at once if you don't have comprehensive and SEO-friendly content to place there (yet).

Please note that WordPress displays your latest content on a homepage by default. Given that you need to set a static page to separate your homepage, blog page, and blog posts, pay attention to the "Your homepage displays" section and click on the "A static page" option to separate your power page. You can find this option in Settings --> Reading.

Once set, click on Save Changes.

3 – Ensure you have powerful content to place there

Now it's time to write content for your WordPress power page. To craft the best and most comprehensive material on the topic, you need to understand what makes it so in the eyes of users and search engine crawlers.

So, ensure your content for a power page has the following ingredients:

1) Informational value

Power pages are super informative, answering all questions a user might have on the topic. A primary example is Brian Dean's hub on content marketing:

This publication shares so much practical information that every person will consider themselves a content expert once they've finished reading it.

Content depth and attention to detail are core features of power pages. You can write tons of words, but such content won't become a powerful page if it's superficial. Readers don't care about word count; they need informative content with added value.

2) Expertise

Are there informative but non-expert publications? Indeed, some questions are OK for non-experts to answer: Their research and writing skills are enough to write a comprehensive and valuable long read.

But it's not enough to surprise (or even wow!) a reader.

You will need exceptional expertise to create a power page. It's the knowledge that's impossible or challenging for an average person to obtain but necessary for them to solve a problem. The expertise of a power page author should help a person without training do something difficult without effort.

3) Authority

Your publication has more chances of turning in a power page if you publish it at the authoritative website:

It stands to reason that a user will trust the content from, let's say, Torque than a newly-created WordPress website with a low domain rating and traffic. The content of an unknown company's website or a new blog by a freelance specialist has less chance here. People doubt the data's reliability and don't trust an unknown source.

Does it mean your content has no chance to go viral if your website isn't super popular?

No, it doesn't.

Content marketing helps Davids beat Goliaths: Create and publish in-depth content in your niche regularly, invest in promoting it – and you'll get noticed.

4) Emotions

As mentioned, a power page wows readers. It evokes emotions and encourages the audience to act: repost the publication, thank the author, or join the publisher's group on social media.

But here's the kicker:

An emotional response is difficult to predict and model. No one knows for sure what will surprise the average user. Algorithms do not work here, so you can only assume what will emotionally hit your target reader.

So:

Let's consider the components and qualities that make a WordPress page emotionally appealing: informative value, expertise, proper customization (more on that below), and stellar promotion.

4 – Customize it for skyrocket results

It's about design, layout, typography, adaptability, and other factors that make content readable and visually appealing. All other things being equal, a well-designed page that is pleasant and easy to read has a better chance of becoming a power one.

Here's how you can customize a power page.

While its default appearance depends on your WordPress theme, you can use corresponding plugins to create a beautifully designed page quickly (a layout, content, page structure, meta, featured image size, and more.)

Go to your WordPress admin panel and check the Appearance --> Customize feature to see what your theme allows you to change (hide or display, add or remove, etc.):

Or, consider WordPress page builders and entire website customizers to design your published content the way you like. They are user-friendly and don't require specific skills to customize every aspect of your website.

5 – Check everything and hit "Publish"

Once satisfied with your WordPress power page content and design, click Publish and start promoting it for even better virality and overall results.

Yes, it's hard to predict if a particular page turns into powerful. The audience may stay indifferent to even the most detailed manual with the perfect layout on the authoritative website but get wowed by an article on a tiny, personal blog designed with a standard template.

But it doesn't mean you can't plan a power page.

The general rules and patterns often work: craft expert content; publish it at legit and reliable resources; customize and optimize your page, and strengthen its performance with proper promotion.

Takeaways

For creating a WordPress power page, remember the core characteristics it should have:

Informative value
Expertise
Authority: both website and the author's reputation
Usability: content structure, design, and overall visual performance for better readability
Emotional response: Make readers say, "Wow!"
Efficient promotion

And yet, remember that s**t happens. Following the rules doesn't guarantee success, and vice versa: Your page can skyrocket even if you miss one or a few ingredients listed above. Just focus on informative value and practical advice – and your audience will find you.

How to Shift Your Career to Programming With No Pain But Gain

Lesley J. Vos — Tue, 03 Jan 2023 10:45:13 +0000

With the Covid-19 pandemic propelling global digitization forward at speed, there’s never been a better time to transition into a tech career. What’s more, the demand for talented programmers is at an all-time high.

Today, a career in programming offers unlimited creativity, collaboration, and a high salary to boot. As a programmer, you’ll get the chance to change lives with innovative digital products while working on world-leading tech teams across many sectors.

A career change in any field is an overwhelming prospect. With so much to learn and so many unknowns — where (and how) do you start?
We’ve got you covered with this quick-fire guide to shifting your career to programming:

Make a plan
Learn to code (enroll in a bootcamp, do a paid course, learn for free)
Join a programming community
Market yourself as a programmer

And now, to details.

Make a plan

No matter how confident you are in your decision, any career change requires planning. Laying out a step-by-step, persuasive plan — and a realistic timeline — will help you stay accountable and disciplined on your journey.

Which coding languages will you learn first? What kind of sector do you want to join? What are the tools you need to become a programmer?

What’s the job market like in your local area? Will you make the career change while still working in your current role or quit your job to pursue programming full-time?

You’ll want to ensure your plan addresses these questions as much as possible.

It’s also important to be well-researched. Gaining a deep understanding of programming will mean you’re more prepared for the more challenging aspects of your career change, like finding a programming job as a newcomer to the field. This video by Kalle Hallden provides insight into what life as a programmer is like, so you can get a real sense of what you’re getting into — and make sure you’re ready to commit.

Learn to code

When it comes to learning to code, the question on every beginner programmer’s lips is always, “Which coding language should I learn first?”

This depends on a few factors; including which kind of projects you want to join or in which sector you see yourself. You’ll also want to consider which languages are easy to learn and which one will help you land your first programming job.

Some of the best coding languages for beginners include:

Python: A versatile and accessible programming language used across sectors.
JavaScript: An all-purpose web-based programming language used to build websites.
Ruby: A dynamic, open-source programming language that supports multiple programming paradigms.

In terms of how to learn these coding languages, you also have a few options:

Bootcamps that transform total beginners into job-ready programmers in less time than a university degree. Popular coding bootcamps include General Assembly and Springboard.
Courses, both free and paid. You can find beginner courses in coding languages on sites like Udemy, Coursera, and Codecademy.
Tutorials on YouTube, blogs, and coding workshops. Consider channels like FreeCodeCamp and Programming with Mosh for practical tutorials and demos.
Apps like SoloLearn and Programming Hub are great for learning to code step by step. They’re also interactive and affordable (free).
Programming games are a less conventional but super fun way to learn to code. CodeCombat is one of the most popular games on the scene.

There’s no one-size-fits-all approach to learning programming. It’s up to you to figure out your preferred learning style and how much time you can dedicate to learning your chosen programming language daily. Luckily, you’re spoiled for choice!

Join a programming community

Starting from scratch can often lead to impostor syndrome, and many new programmers struggle with motivation. The good news? Thousands of programmers, even those advanced, can relate to this feeling.

Joining a programming community is something you should do as early on in your career change journey as possible. You’ll interact with fellow career-changers who are new to the field of programming, and you can motivate each other, share your experiences, and support each other. You can also get inspired by more advanced programmers who, like you, also changed their careers — and were successful. You might even be able to find yourself a mentor who can help you progress in your career.

Some of the places you’ll find programming communities include:

Forums
YouTube comment sections
Social media
Workshops and webinars
In-person meetups
Websites like Reddit and Quora

This blog post by Collective Ray lists 15 of the best developer communities every programmer should join in 2023.

Market yourself as a programmer

Once you’ve completed the first three steps, there’s only one thing left to do: Find a job as a programmer.

To find a programming job, you’ll need to prove your coding proficiency with a portfolio. Most programmers host their portfolios on GitHub, which allows others to view their source code.

If you’re doing a full career-change bootcamp course, you’ll likely work with a career specialist who’ll help you polish up your portfolio and write a programming resume. Some bootcamp courses even have special job preparation modules that teach essential skills, like interviewing for programming roles and networking at events.

Aside from creating a portfolio and updating your LinkedIn profile, there are many ways to give yourself a competitive edge in the developer job market — such as blogging your career change journey. For more information, you can check out Codersrank’s guide to marketing yourself as a programmer.

Final thoughts

Shifting your career to programming will take time, effort, and commitment. But as technology develops, the programming field will only grow — making it a lucrative (and exciting) career path.

If you don’t have any relevant previous experience behind you, you might think that becoming a successful programmer in less than a year is impossible. But it’s not! Just ask Syk Houdeib, who switched to programming with no relevant degree or background — and landed his first developer job in just ten months. Motivating, huh?

Draft

Lesley J. Vos — Tue, 03 Aug 2021 08:12:23 +0000