What a curriculum developer should do with the saved hours
$156,430top of the range in District of Columbia · middle $77,440 / yr
AI is transforming this role
Curriculum Developers in the United States earn a median of $77,440 a year. Pay starts near $47,980. Pay reaches $156,430 at the top of the range in Washington D.C., the best-paying location for this work among those with at least 500 people in the job.
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 (Instructional Coordinators, SOC 25-9031). Last checked 9 September 2026.
Entry level
$47,980
Top of the range · District of Columbia
$156,430
Education
Master's degree in Education
Wages — U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 (Instructional Coordinators). Top of the range is the highest state-level figure among states with at least 500 people in the job. AI-impact rating is PayCrunch's editorial assessment. Updated September 2026.
🆕 New & Trending AI Tools for Curriculum DeveloperReviewed September 2026
We track new AI-tool launches every week and refresh this list — here’s what’s gaining traction for Curriculum Developer work right now.
Claude CodeNEWFree / usage-based
Terminal coding agent that reads your repo, runs tests, and ships multi-file changes.
How a Curriculum Developer uses it: describe a feature and let it implement and test it across the codebase
OpenAI CodexNEWIncl. w/ ChatGPT plans
Agent that runs longer, deterministic multi-step coding jobs on its own.
How a Curriculum Developer uses it: delegate a well-defined build or migration and review the finished result
WindsurfNEWFree / $15 mo
Agentic IDE that keeps context across a whole project.
How a Curriculum Developer uses it: make large, coordinated changes without losing track of the codebase
AWS KiroNEWPreview / see site
Spec-driven coding agent that turns written specs into working code.
How a Curriculum Developer uses it: write the spec first and let it build to that spec
NotebookLMNEWFree / $7.99 mo
Google tool that answers questions grounded only in the documents you give it — with citations.
How a Curriculum Developer uses it: load your own manuals, policies, or PDFs and ask questions that stay accurate to the source
CursorFree / $20 mo
AI-native code editor that edits across an entire project.
How a Curriculum Developer uses it: describe a change in plain English and let it rewrite and refactor whole files
GitHub Copilot (Agent Mode)$10–19 mo
AI pair-programmer built into VS Code and GitHub that now completes multi-step tasks.
How a Curriculum Developer uses it: hand off a task and have it plan, edit multiple files, and open a pull request
ChatGPTFree / $20 mo
The most-used AI assistant — writing, analysis, research, and images from a plain-language chat.
How a Curriculum Developer uses it: draft emails and documents, summarize long files, and get instant answers to on-the-job questions
ClaudeFree / $20 mo
AI assistant known for careful writing, long-document analysis, and coding.
How a Curriculum Developer uses it: analyze big reports or spreadsheets and turn messy notes into clean, finished writing
A lesson a stranger has to teach on Monday
A teacher, a trainer, or a faculty member opens what you built and has to teach it without calling you. That is the test of curriculum work. You design courses and the materials around them: the sequence of lessons, the activities, the teacher guide, the student-facing pages, and the checks that show whether the learner actually got it. You might sit in a school district office, a publishing house, a university teaching center, a corporate learning team, or a nonprofit that trains a specific workforce. The room changes. The product is still something another person can run.
A week has a rhythm. You draft an outline and argue about what comes first. You write a lesson and a facilitator note that says how long the activity tends to take in a real room, in the teacher’s language rather than in a slogan. You review a colleague’s unit. You sit with a teacher who used last quarter’s materials and tells you where students stalled. You revise. You deal with subject experts who know the content and with editors who know whether a page can be taught. You deal with a manager who owns the adoption calendar, and with the people who will be blamed if the course is confusing. Your decision is what the learner does next, and what the instructor is supposed to do while they do it.
Tools are ordinary and specific. A shared document, a learning-outcome list the organization already uses, a slide or a workbook file, a review comment thread, and sometimes a learning-management system where the course will live. You do not need to be the instructor of record to do this job. You do need to picture a real room: thirty students, a new hire on a factory floor, a nurse in an online module after a shift. If the activity only works when you, the author, are charming in person, the course still needs a rewrite.
Outlines, reviews, and the teacher who tried it
Start from the outcome. What should a learner be able to do at the end that they could not do at the start? Write that in a sentence a skeptic can grade. Then build backward. A course that opens with vocabulary and never asks the learner to use it will look complete and fail in the room. You choose examples from the subject, you sequence them so each one prepares the next, and you cut the beloved explanation that does not change what the learner can do. Cutting is the craft. Most weak curriculum is true and still unteachable because it tried to include everything.
The teacher guide is where you respect the person who will deliver the course. Tell them the point of the activity, the mistake learners usually make, and what to do if the room finishes early or stalls. Give them the answer key or the sample response when the task has a right answer. Mark which parts are required and which parts a skilled teacher can swap. Then get the guide into a pilot. A single teacher who tries your lesson and writes back is worth more than a committee that only reads it. You revise from that trial: a confusing direction, a missing handout, an example that dated badly, a task that took the whole period and left no time to close.
Publishers, districts, and companies review on different clocks. A publisher may have a style ruleset, a sensitivity read, and a production date that does not move. A district may need the course to line up with a state framework and with the assessments the schools already give. A company may need the course to match a procedure on the floor this quarter. You learn the constraints of the organization you joined and you design inside them. Fighting the calendar in the last week produces a file that ships unfinished. Raising a real teaching problem early is how you keep the course honest.
An education degree or a subject degree, and the classroom split
Employers hire curriculum developers on a degree and a portfolio. The degree is usually in education or in the subject the courses cover. An education degree shows you have studied how people learn and how courses are structured. A subject degree, in biology, history, nursing, engineering, or whatever the courses teach, shows you can be trusted with the content. Many strong developers have one and pick up the other through work. A posting will tell you which one that employer treats as required. Read it before you assume a master’s in curriculum is the only door, or that subject expertise alone will carry a K-12 adoption.
A teaching licence is a separate matter. Designing courses for a publisher, a university, a company, or a district office does not, by itself, put you in front of a public-school class as the teacher of record. Those seats are hired on the degree and the materials you can show. If you also teach in a public school, that classroom job is its own role. The state education agency licenses public-school teachers, and the licence proves the state has authorized you to teach in its schools. Hold it when the posting is a teaching job. A curriculum contract that never assigns you a public-school classroom does not become a licensed teaching job because the topic is schoolwork. Read the two postings as two jobs, even when one person happens to do both.
Developer seat and classroom seat
Course design is hired on a degree in education or in the subject, plus materials you can show. A public-school teaching job adds a licence from the state education agency. Check which posting you are actually answering.
The portfolio is the proof that travels. Include a unit outline, a lesson with a teacher note, a before-and-after revision, and a short explanation of who the learner is. Remove student names and any material your employer still owns if you do not have permission to share it. If you are early in your career, a student-teaching unit, a corporate job aid you rewrote, or a workshop you designed for a volunteer program can stand in, as long as you can walk someone through the choices. Preparation is that body of work, plus the degree the posting names, plus practice taking feedback without defending every sentence.
How districts, publishers, and companies hire
Districts hire through human resources and a curriculum director. They want someone who can work with teachers, who understands the framework the state already set, and who will meet an adoption date. Publishers hire through an editorial manager. They want clean writing, respect for a house style, and the stamina to revise on a production calendar. Companies and universities hire through a learning team. They want you to talk to subject experts who are not educators and still produce something a new hire can finish. In every case, bring materials. An interview that is only opinions about education is weaker than a walkthrough of one course you built.
Ask who teaches or delivers what you write, and whether you will watch them. Ask how review works: teacher panel, external expert, legal, brand, or all of them. Ask what “done” means and who can stop a ship date. Ask whether the job includes any public-school teaching. If it does, ask about the licence. If it does not, do not spend the interview on a classroom credential the seat never uses. Ask about the team’s size and about whether you will own a subject or rotate across projects. A one-person curriculum shop inside a large district is a different life from a publisher team with editors, designers, and a production manager.
References should be people who used your materials or edited them. A teacher who taught your unit, an editor who sent it back, or a subject expert who checked it will help more than a friend who likes your enthusiasm. Be ready to talk about a time you cut content you loved because learners did not need it. That story tells a hiring manager you can serve the course instead of your attachment to it.
Writer, lead, then the person who sets the sequence
The first job is writing and revising under a lead. You learn the house rules, you hit review dates, and you get used to seeing your sentences changed. You collect a set of courses that shipped and were taught. Reliability looks like files another developer can open, and like teachers who do not need a rescue call on Monday. That record is the promotion.
A lead developer still writes and adds ownership of a subject or a program. You set the sequence across units, you review other writers, you run the pilot, and you are the person the director asks when a school or a client says the course failed. You can explain a change in the framework without panicking the production calendar. Senior work is judgment about what to leave out, applied to other people’s drafts as well as your own.
Curriculum director or editorial manager is the step where you hire, you defend the plan, and you spend more time on scope than on a single lesson. Some excellent developers stay in the lead writer seat and treat management as optional. If you want the director role, ask what the last person had shipped before they took it. Usually they had owned a full program, coached writers, and could sit with teachers without talking down to them. Do those things first. If you also hold a public-school teaching licence because you still teach, keep it current on the classroom job’s terms. The developer ladder and the teacher ladder can run side by side, and they do not automatically promote each other.
What to set beside a course-design offer
When you negotiate a curriculum-developer offer, set it beside the May 2025 Occupational Employment and Wage Statistics figures for instructional coordinators (SOC 25-9031), the Bureau series these dollars come from, and judge the number by the course-design work the offer actually describes. The national entry figure is $47,980. The national median is $77,440. The gap between those two is $29,460. A first writing seat in a district or a publisher often lives nearer $47,980 than the middle. That gap is a fair way to ask what a finished program, a lead review role, or another year of shipped courses does to the salary step.
The high end of the published range is $156,430 in the District of Columbia, among places with enough people in the job for the Bureau to publish it. From the national median to that high end is $78,990. The District of Columbia median, which is typical pay there, is $105,990. That is a different figure from $156,430. The national median sits $28,550 below the District of Columbia median. Use $105,990 when you are judging a typical coordinator offer in the District. Use $156,430 when you are talking about the high end of the published range in that place, usually a later or broader role than a first course-writing job. Keep the two numbers apart in the conversation so you do not ask a new developer salary to match a range top.
Other state medians, each one typical pay in that state, sit in a band: Maryland at $102,220, Washington at $97,250, California at $97,010, and Connecticut at $96,170. Puerto Rico’s median is $35,250. An offer in Maryland should be read against $102,220, not against the District of Columbia range top. An offer in California should be read against $97,010. A move is easier to judge when you pair the national median of $77,440 with the state median where the job actually sits. Bring the portfolio, the degree the posting asked for, and a clear statement of whether any public-school teaching, and therefore any teaching licence, is in the role. Leave with the step they offered and the series figure that matches the seat and the state.
The top of Curriculum Developer pay — and how to get there with AI
$156,430what Curriculum Developer pay reaches in District of Columbia
Highest state-level top-of-range annual wage for Instructional Coordinators, among states with at least 500 people in the job. U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025.
And the role it leads to — Training and Development Managers — reaches $280,850 in New York.
$47,980entry$77,440middle$156,430top end
Developers near the top of this range are not the fastest at building a course; they used that speed to take a whole programme, the teacher training around it, and the standards it is judged by.
Researching and evaluating instructional methods, preparing materials, keeping content technologically current, and planning the teacher training programs that accompany a new curriculum once filled a full term. Authoring tools and drafting assistants have cut the build stage hard, and most curriculum developers have quietly absorbed the difference as extra courses. That is the trap. Observing teaching staff at work, running the workshops, and interpreting the state education codes that constrain what may be adopted are the parts that grow into a programme role, and they need exactly the hours the build no longer takes.
Your playbook, by where you are now
Just startingBuild fast, then measure the build
Time every build honestly, splitting research, drafting, review and revision, and keep the record from your first project onward.
Author interactive modules in Adobe Captivate instead of rebuilding the same interaction from scratch each time.
Assemble a reusable pattern set in Adobe InDesign and Adobe Illustrator for the layouts you keep redrawing.
Use Claude for a first pass at a reading passage or an assessment item bank, then rewrite every item against the standard it claims to assess.
Read your state education code on materials adoption once, properly, so you know what you may and may not recommend.
What proves it: Two completed courses with a documented build time and revision count.
Realistic span: the first two years
A few years inOwn the training, not just the materials
Plan and conduct the teacher training that goes with your curriculum rather than handing the deck to somebody else.
Sit in classrooms and observe how your material is really taught, then write down what you would change.
Run live sessions in Adobe Connect and record them, so the training reaches past the room it was delivered in.
Publish through the content management system yourself, so versioning and updates are under your control.
Show leadership your build-time record and ask for the next programme, not the next three courses.
What proves it: A training programme you designed and delivered, with observation notes behind every revision.
Realistic span: years three through six
ExperiencedSet the standard others build to
Take responsibility for a programme's currency: which equipment and processes it teaches, and when each is retired.
Write the criteria the district uses to authorize purchase of instructional materials, and hold orders to it.
Address school boards and public audiences on programme objectives, because the budget conversation happens in that room.
Move toward training and development management if you would rather own the function than the courseware; the District of Columbia pays this occupation the most.
Build the review cycle that keeps content current once you have stopped touching it.
What proves it: A programme running on standards you wrote, with a review cycle that outlives you.
Realistic span: seven years and up
The next 90 days
For the next ninety days, keep a build ledger. Every course or module you touch gets four numbers: hours on research, hours on drafting, hours on review, and revision rounds after release. Do it for everything, including small updates. By the end of the quarter you will be able to say precisely how much faster the drafting stage has become and where the remaining time actually sits, and it is almost always review and revision. Take that to your director with a single request attached: the teacher training programme for your next curriculum, run by you. A curriculum developer who asks for scope with a ledger in hand is having a different conversation from one who asks for a title.
Wage figures: BLS OEWS, May 2025. The playbook is PayCrunch editorial guidance, not a guarantee of pay or placement.
Every figure is the national median from the U.S. Bureau of Labor Statistics (OEWS) shown on that role’s own page.
Never used AI before? Start here (2 minutes).
Open Claude or ChatGPT first and put your design model in front of it. The core skill is turning objectives into aligned content, so start by having it draft a lesson or module against a specific learning objective and a framework you name (Bloom's, backward design, Mager objectives). Edit hard — that's where you learn the model's strengths and where it fabricates. For K-12 specifically, MagicSchool AI packages these tasks with better guardrails.
For production, add the tools of the trade: Articulate 360 (Rise and its AI features) or Adobe Captivate for e-learning, Diffit for leveled texts, Gamma for slide decks, Synthesia for narrated video, and NotebookLM to turn source documents and standards into a queryable base. Keep proprietary and copyrighted source material out of public tools; use these for drafting and production you review.
The one rule, forever: AI-generated content is a draft, not a deliverable — every lesson, fact, citation, and assessment item must be checked for accuracy, standards or objective alignment, bias, and accessibility (WCAG) before it ships; you own instructional quality and learners' outcomes. Never paste proprietary client curriculum, copyrighted source texts, or identifiable learner data into a consumer AI tool, and clear the rights on any AI-generated media you publish.
The plays — exact steps, exact prompts
Do these in order. Each one is copy-paste ready. You do not need to know anything about AI going in.
1
Go from objective to full course draft fast
Why this pays: Developers are paid per course or program shipped. Producing aligned drafts in a fraction of the time multiplies your output — the speed that earns senior and lead pay and premium freelance rates.
ClaudeMagicSchool AIChatGPT
1
Use Claude (or MagicSchool AI for K-12) to draft a scope-and-sequence and a full lesson from your objectives.
2
Build one lesson end-to-end with backward design.
Copy-paste this prompt
You are an instructional designer using backward design. For the objective '[learner will be able to...]', produce: the objective rewritten to Bloom's [apply] and made measurable, a 3-lesson scope-and-sequence, one lesson fully built (hook, direct instruction, guided practice, independent practice, formative check), and an assessment blueprint. Note prerequisite skills and common misconceptions.
Verify alignment and accuracy — the model can produce plausible but wrong content or mismatched objectives.
What you'll haveComplete, aligned course drafts in days — the output that justifies senior-developer and lead rates.
2
Generate and validate assessment banks
Why this pays: High-quality, aligned assessments are the hardest and most valuable part of curriculum work. Producing large, valid item banks fast is a differentiator that commands premium pay.
ChatGPTMagicSchool AIQuizizz
1
Generate items to a blueprint, then have the model critique its own items for flaws.
2
Produce a mixed-format item set with a self-review pass.
Copy-paste this prompt
Create 15 assessment items for the objective '[objective]' across a range of DOK levels (label each): 8 multiple-choice with plausible distractors, 4 short-answer with scoring notes, and 3 performance-task prompts with a rubric. Then review your own items for alignment to the objective, bias, and any items answerable without the content, and fix them.
Independently verify keys and rigor; self-critique helps, but you are responsible for validity and fairness.
What you'll haveLarge, defensible assessment banks fast — a scarce skill that raises your rate.
3
Storyboard and build interactive e-learning
Why this pays: E-learning and instructional-design skills are where the money is, especially in corporate L&D. Using AI to storyboard and produce modules moves you from writer to full developer — a real pay jump.
Articulate 360Adobe CaptivateSynthesia
1
Turn approved content into a build-ready storyboard, then assemble it in Articulate 360 and narrate with Synthesia.
2
Convert a lesson into an e-learning storyboard.
Copy-paste this prompt
Convert this lesson content [paste] into an e-learning storyboard for [Articulate Rise]: a screen-by-screen layout, on-screen text, a narration script, the interaction type per screen (knowledge check, scenario, drag-and-drop), and alt text for every visual. Target [20 minutes], adult corporate learners, WCAG-accessible.
Check accessibility and narration accuracy, and clear the rights on any generated media before publishing.
What you'll haveFinished interactive modules, not just documents — the corporate L&D work that pays into six figures.
4
Differentiate, localize, and make content accessible
Why this pays: Producing every lesson in multiple reading levels, languages, and accessible formats multiplies the value of each course and wins bigger contracts.
DiffitClaudeMagicSchool AI
1
Use Diffit and Claude to generate leveled and translated variants plus questions for each version.
2
Produce a full differentiated set from one passage.
Copy-paste this prompt
Take this passage [paste] and produce: a version at [grade 4] and [grade 8] reading levels, a Spanish translation of the grade-6 version, three comprehension questions per level, and a plain-language summary. Preserve meaning and key vocabulary, and flag anything culturally specific that may not translate cleanly.
Have a fluent human review translations and verify the reading levels — accuracy and cultural fit are on you.
What you'll haveOne course delivered to many audiences — the scope that wins and grows contracts.
5
Productize and win clients as a freelancer
Why this pays: Independent curriculum developers reach $156,430 and beyond by packaging and selling. AI accelerates proposals, marketing, and samples so you close more, better-paid work.
ChatGPTGammaCanva
1
Build proposals, capability decks in Gamma, and sample lessons fast.
2
Draft a tiered, outcomes-focused proposal.
Copy-paste this prompt
Act as a proposal writer for a freelance curriculum developer. Draft a proposal to build [a 6-module compliance training] for [a mid-size healthcare company]: understanding of their need, my design approach (backward design, scenario-based), deliverables and milestones, a timeline, and a pricing table with three tiers. Confident, outcomes-focused tone.
Ground pricing in your real rates and scope, and verify any client facts before sending.
What you'll haveMore closed contracts at higher rates — the business volume behind top-of-range freelance income.
Your 12-month sequence to the top of the range
How the plays above stack into a path from median pay toward the $156,430 tier.
Month 1
Build one full lesson or module from objectives in Claude or MagicSchool; edit it hard to learn the tools.
Months 2-3
Add AI assessment generation with a self-critique pass and build a reusable prompt and template library.
Months 3-6
Move into e-learning production (Articulate, Synthesia) and multi-level, localized variants.
Months 6-12
Package your services or pitch for a senior or lead role; use AI to win bigger, better-paid work.
Gear for this job
As an Amazon Associate, PayCrunch earns from qualifying purchases. Links to books and tools are for the job on this page; we only recommend what we’d use in the work.
Same live Jossey-Bass 3rd already on high-school-teacher / middle-school-teacher / math-teacher / test-prep-instructor / substitute-teacher / science-teacher / music-teacher / drama-teacher / adult-education-teacher / corporate-trainer / instructional-designer / stem-teacher / pe-teacher (ASIN 1119712610). This leftover page is BLS Instructional Coordinators (SOC 25-9031); play 1 is Go from objective to full course draft fast; play 2 is Generate and validate assessment banks; play 3 is Storyboard and build interactive e-learning; start-here is Open Claude or ChatGPT first and put your design model in front of it. Classroom technique for leftover course-draft / assessment / instructional-design load — not leftover Wong as the lead (that is dance-instructor / teacher-k-12 / montessori-teacher) and not leftover Praxis as a dump. Confirm 1119712610. Live page HTTP 200, no PC_GEAR / amazon.com/dp / tag=paycrunch-20 at 2026-09-18 1:20 AM PT. Source page: math-teacher.
Next steps for a Curriculum Developer
Some links below are affiliate or partner links. PayCrunch may earn a commission if you enroll or subscribe through them, at no extra cost to you. Wage figures on this page still come from the Bureau of Labor Statistics, not from these programs.
Curriculum Developer work is specific enough that a stamped 'check out these courses' block would be noise. BLS files this work as Instructional Coordinators (SOC 25-9031). O*NET Job Zone 5 is typical: graduate or professional school, so the honest next credential is a graduate-level or professional certificate — not a random catalog dump.
Curriculum Developers in this dataset list Adobe InDesign among the tools in use, so a program that names that stack is a better fit than a survey course.
The next title this dataset points at is Training and Development Managers; a credential aimed that way is a clearer step than another year in the same seat.
Coursera search for teaching and education — a graduate-level or professional certificate that lines up with education, not a generic professional-development aisle.
FlexJobs screens remote, hybrid, freelance, and flexible listings so you are not wading through unverified ads. This is a job-board search for Curriculum Developer work, not a claim that they list a counted SOC 25-9031 inventory.
Write a Curriculum Developer resume, or one aimed at Training and Development Managers, instead of a blank template. Resume Now is a resume builder; we are not claiming a counted template set for this SOC.
A Curriculum Developer resume that names the actual tasks on this page, or the step-up title Training and Development Managers, beats a blank template when you apply.
What Curriculum Developers earn by state
These are the Bureau of Labor Statistics’ own figures for Instructional Coordinators, state by state — not a cost-of-living adjustment applied to the national number. Only states employing at least 500 people in the occupation are shown, because a state median drawn from a handful of workers is noise rather than a signal.
District of Columbia
$105,990
highest of them · +37% vs the national median
Puerto Rico
$35,250
lowest of the 50 states and territories that qualify · -54% vs the national median
The same job pays $70,740 more a year at the median in District of Columbia than in Puerto Rico — 201% higher. That gap is what the Bureau measured, before any question of what it costs to live in either place. District of Columbia also carries the top of this job’s range, $156,430 — the figure quoted at the head of this page.
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025, SOC 25-9031. 50 states and territories clear the 500-employee reporting floor for this occupation; those below it are left out rather than shown with a wide error band.
Free data. Use any of it.
PayCrunch publishes verified, BLS-sourced salary + AI-playbook data on 1,000+ professions — free, no signup.
No — but developers who use AI will replace those who don't. AI drafts content; it can't design for real learners, guarantee accuracy and alignment, or own outcomes. Your design judgment is the durable value.
Isn't AI-generated curriculum low quality?
Only if you ship the first draft. The value is in your prompt design, editing, and validation — aligning to objectives, adding rigor, and checking accuracy and accessibility. That's the job now.
Can I feed client or copyrighted material into AI?
No. Keep proprietary and copyrighted source out of consumer tools, and clear the rights on any generated media. Use AI for original drafting that you own and verify.
Which pays more, K-12 or corporate L&D?
Corporate L&D and e-learning generally pay more — which is why the Articulate and Captivate plus AI production skill set is the fastest route to the top of the band.
How does AI actually raise my income?
By multiplying output (more courses, faster), adding high-value skills (e-learning, assessment design, localization), and — for freelancers — winning more and bigger contracts.
Methodology & sources
Salary (median, 10th, top of the range) — U.S. Bureau of Labor Statistics, OEWS.
By state — the Bureau of Labor Statistics’ own state medians, limited to states employing at least 500 people in the occupation. No cost-of-living arithmetic is applied to a wage anywhere on this page.
The plays — PayCrunch's own step-by-step guidance using publicly available AI tools. Tool names/URLs are real and current as of August 2026; prompts written to work as-is. Verify any professional output before relying on it.