TECHNICAL WORK
Forward-deployed engineering
14 practices · 9 case practices · 2 free
Understand the customer’s work before deciding what to build.
Finish every practice on this route to earn the “Human skills for forward-deployed engineering” completion certificate. It records that you completed the practices; it is not a professional credential.
The conversations on this route
Each step names the skill it rehearses and why it matters in this kind of work.
A customer’s team left your task board for a spreadsheet
Discover the workflow
Start with what a customer actually does, before defending a feature.
You have 15 minutes with Sam. Use your notes to choose questions about what happened, and leave out the ones your notes answer or that pitch your fixes.
12 minFoundationsCase practiceSoulful
Selling booking software to an instructor swamped by messages
Find the outcome
Connect a request to the change someone wants in their working day.
Noor described her evenings in an interview. Connect your scheduling software to that part of her day without claiming hours saved.
8 minFoundationsFree starter
Telling customers a Saturday workshop has moved to Sunday
Translate complexity
Explain what is changing and what the customer needs to decide next.
Rewrite a vague notice so everyone booked knows the new time, their refund option, and the Friday 5pm deadline.
7 minFoundationsFree starter
A customer asks if your notebook paper suits fountain pens
Explain the tradeoff
Name a limitation plainly so a customer can make an informed decision.
Check what the shop’s ink tests show for Rae’s own pen, then answer honestly, including the drawback, and offer a sample page to try before buying.
12 minStretchCase practiceSoulful
Your manager adds another task due tomorrow
Agree on scope
Make competing priorities visible before committing to an impossible plan.
Work out what fits in your hours from who is waiting for each task, then show your manager the plan and ask them to confirm which piece moves to Friday.
12 minFoundationsCase practiceSoulful
A teammate privately doubts your launch date
Ask about delivery risks
Ask the people doing the work which risks the plan may have missed.
You run the team’s reviews, so others may stay quiet. Reply to Taylor, then invite everyone to raise risks before the date is set.
10 minStretchSoulful
Your manager says your work should be “more strategic”
Learn from the field
Turn uncomfortable feedback into something specific you can act on.
They gave no example. Read their comments on your recent work for what they most likely mean, then check that reading and try it in your next brief.
13 minStretchCase practiceSoulful
Correcting your “seamless” promise about a new project tool
Support adoption
Discuss change honestly, including what is unknown and how people can respond.
Sort what is decided, being checked and still open from the plan and messages, then correct your promise in an update the team can plan around.
15 minDeep practiceCase practiceSoulful
A small client wants a big wish list on a small budget
Scope the first release
Build what gets the client working within their budget, and stage the rest.
Use your discovery-call notes to choose what gets the business working first, then propose it within budget and offer the rest as a later stage.
15 minStretchCase practiceSoulful
As an intern, you think your manager’s test plan will fail
Raise a risk with a fix
Describe what you saw in testing and offer a plan the owner can choose.
Tell Mr Lee about the logout problem from the pilot, propose a smaller test on Monday and a full one on Thursday, and leave the decision with him.
10 minStretchSoulful
Your first week embedded with a client that wants to use AI
Find the first step
Learn how the client works and what already works before choosing what to build first.
Read what the sponsor wants, what you saw the team do and what they already have, choose the first step that fits, then check it’s the right problem.
15 minDeep practiceCase practiceSoulful
A director wants an AI system to run the whole company
Prove one idea first
Test a big ambition on one costly problem, built on what the client already has.
Acknowledge the ambition, then propose one proof of concept that plugs into what the factory already has, with a measure and a decision after four weeks.
15 minDeep practiceSoulful
Asking an owner who counts every dollar to pay for safer releases
Make the case for foundations
Explain unseen engineering work in the money and risk a client owner weighs.
Sort what you could tell the owner into what the records show, what is an estimate and what you can’t claim, then make the case in money they recognize.
13 minStretchCase practiceSoulful
Two weeks after handover, the team barely uses the tool you built
Follow up on adoption
Check whether what you delivered is used, and fix what keeps people away.
Read the usage records, the team’s messages and your visit notes for what is keeping them away, then tell the manager what you found and what you’ll do.
13 minStretchCase practiceSoulful
Related reading
Ask your manager which deadline should moveTwo people need your work by the same time. How to show the clash, offer options you can deliver, and get a decision in writing.Before you propose a solution, ask about the last timeQuestions to ask before proposing a client solution, using a fictional dashboard request to examine the problem, the constraints and the first piece of work.How to disagree with your boss and bring a better planA worked example of challenging a manager’s plan in a meeting or message: name what you saw, offer a workable alternative and leave the decision with them.Give feedback someone can do something withHow to give feedback about a colleague talking over others in meetings: describe what happened, name its effect, ask what you are missing and agree one change.The research behind these practices
Each practice cites the studies that informed its design and says where they may not apply. These are the sources cited most across the 14 practices on this page; they inform the practices and are not proof that the practices work.
- Simulation-based learning in higher education: a meta-analysis (Meta-analysis · 145 studies, 2020). Cited by 5 practices here.
Chernikova and colleagues pooled 145 studies of simulation-based learning in higher education and found a large overall effect on complex skills, with scaffolding a positive moderator. Learners with little prior knowledge gained more from worked examples and those with more gained more from reflection. Most studies came from medical and teacher education, so applying the results to adult people skills or to this product is an inference.
- Practicing versus inventing with contrasting cases (Experiments · Journal of Educational Psychology, 2011). Cited by 3 practices here.
Schwartz, Chase, Oppezzo and Chin taught adolescents physics ideas with a ratio structure, such as density, using sets of cases that differed in the feature that matters. Students who tried to work out the principle from the cases before being told transferred it better than students told first and then practicing on the same cases. Leetsoul gives the guide first and one case per attempt, closer to the told-first group, so this supports building cases that differ in what matters, not the order; applying it to sorting statements against a case file is an inference.
- The Power of Feedback Revisited (Meta-analysis · educational feedback, 2020). Cited by 3 practices here.
This synthesis examines educational feedback across studies and outcomes. Feedback content and context matter; generic praise and feedback on specific work should not be treated as equivalent.
- A meta-analysis of the team learning pathway (Meta-analysis · organizational teams, 2025). Cited by 2 practices here.
This synthesis examines relationships among team learning orientation, psychological safety, learning, and team outcomes. Associations do not prove that any single leadership script causes improved performance.
- Exploring the “planning fallacy” (Experiments · Journal of Personality and Social Psychology, 1994). Cited by 2 practices here.
Buehler, Griffin and Ross found that people predicted they would finish tasks sooner than they did, and focused on plans rather than on how long similar tasks took before. Participants were mostly students predicting their own projects.
- IMBUE: interpersonal practice and just-in-time feedback (Randomized study · interpersonal effectiveness, 2024). Cited by 2 practices here.
A study of 86 participants examined simulated interpersonal practice. Transfer differed across skill and emotional outcomes, supporting varied rehearsal while cautioning against broad transformation claims.
23 more sources are listed on the research page.
Limits
Role descriptions draw on public occupational sources. Practicing these conversations is not a qualification, and a Leetsoul completion certificate is not a professional credential or a hiring signal.
Leetsoul has not shown that these practices improve skill in real life, and the original scenarios have not been independently tested. The sources inform the design of the exercises.
Role descriptions
Try one in your own words
Write your response to a fictional conversation, read the guidance, then decide what you would change. Three starter practices are free; Soulful opens the full library.
Written by Leetsoul. Updated . Scenarios are fictional.