Calibration edit example 4:32
GitButler - AI-assisted branch management
We produced this piece as a part of our callibration edit process with GitButler.
Every developer tools company we work with arrived the same way. A generic agency. A first draft full of technical errors. Six review rounds. The marketing team gave up on video without anyone saying it out loud. We exist to make that decision reversible.
Free reference guide on technical video performance. PDF, no call required.
Work we produced for the categories we serve
Unsolicited. Same standard as paid work. Production for the prospects we wanted in our portfolio
before they wanted us in theirs.
/// <summary>/// WITHOUT LUMARIS/// </summary>- 4-6 revision rounds before technical accuracy- 10-20 engineering hours per video reviewing terminology- Senior engineers pulled off product work for marketing review- Marketing-engineering tension on every release cycle- Channel goes dark after 3-6 months of revision friction/// <summary>/// WITH LUMARIS/// </summary>+ 1-2 revision rounds (style and pacing, not accuracy)+ Zero engineering hours per video+ Engineering team back on product+ Marketing and engineering aligned on output quality+ Sustained publishing cadence without team friction
A senior engineer at €100 to €150 per hour fully loaded. Four to six revision rounds of technically wrong video. €3,000 to €5,000 per video before anyone outside your team sees a frame.
Four videos a month puts that hidden cost at €12,000 to €20,000. Every month. None of it appears on your video budget.
It shows up somewhere else. Engineering velocity. Marketing manager burnout. The slow death of a content cadence nobody wants to defend in the next planning meeting.
Tell me if any of these match your situation right now.
We call this the First-Draft Standard. The mechanism behind it has three layers.
Every editor on the Lumaris team has shipped production code. CLI tools, Kubernetes clusters, authentication flows, deployment pipelines. They open Premiere with the same mental model your developers open VS Code.
When the editor understands what they're editing, the first draft is technically accurate. Not after revision three. Not after engineering review. On draft one.
// [Industry baseline]- draft_01 → engineering_review (8 corrections)- draft_02 → engineering_review (5 corrections)- draft_03 → engineering_review (3 corrections)- draft_04 → engineering_review (1 correction)- draft_05 → APPROVED// [Lumaris baseline]+ draft_01 → minor_style_feedback (pacing, b-roll)+ draft_02 → APPROVED
A software engineer on the Lumaris team validates every CLI command, every API reference, every architecture diagram before any draft reaches your inbox. The check happens at our end, against current documentation, against the actual product running.
When a technical question comes up during production, we resolve it internally. The first time your engineers see the video is when they watch it published, like everyone else on the internet.
This isn't a process feature. It's a validation layer your competitors don't have, because they don't employ engineers. To copy it they'd have to rebuild their hiring pipeline from the ground up.
Every video also ships with structured transcripts, chapter markup, and schema-tagged captions optimized for AI search citation.
The Accuracy Guarantee
Find a technical inaccuracy in any deliverable. The next video is on us. No questions. No process. We can offer this because it has never been triggered. 200+ videos. Zero claims.
#!/bin/bash # pre-delivery validation+ check-syntax --target=cli --strict+ check-syntax --target=api-refs --strict+ check-syntax --target=code-blocks --strict+ check-architecture --diagrams=true+ check-versions --tools=all+ check-terminology --domain=devtools// ✓ 200+ technical videos delivered// ✓ 0 syntax errors flagged by clients// ✓ 0 corrections required post-publish
When editors understand the product, revision rounds collapse. The work that used to happen in cycles 1 to 3 (technical correction) happens before draft 1 ever leaves the studio. Cycles 1 to 2 become what they were always supposed to be, style and pacing alignment.
This isn't a service-level claim. It's a structural outcome of who's holding the editor.
// Industry standard- ████████████████ 4–6 revision rounds// Lumaris Studio+ █████ 1–2 revision rounds
“99% intro retention. One revision round average.”
Antonio Erdeljac - CEO, Code with Antonio
═════════════════════════════════════════════ LUMARIS STUDIO · DEV VALIDATION RECEIPT ═════════════════════════════════════════════ Client: Acme Corp Project: Kubernetes Tutorial - Part 3 / Pod Networking Delivered: 2026-05-12T14:33:00+01:00 Editor: Ognjan Stefanović Validator: Stefan Kostić (Software Engineer) ───────────────────────────────────────────── WHAT WE CHECKED ───────────────────────────────────────────── ✓ kubectl commands (12 instances) ✓ YAML manifests (4 manifests, 87 lines) ✓ Network topology diagrams (3 diagrams) ✓ API responses (6 examples) ✓ Tool versions (k8s 1.29, kubectl 1.29.2) ✓ CNI plugin references (3 plugins named) ───────────────────────────────────────────── FLAGS RAISED ───────────────────────────────────────────── Issue: kubectl flag deprecated in 1.29 --replicas (replaced with --replica-count in latest stable) File: segment_04_pod_networking.mp4 @ 02:14 Action: Re-shot segment with current flag syntax Issue: Network diagram missing kube-proxy reference File: segment_07_service_routing.mp4 @ 04:08 Action: Diagram updated with full service chain ───────────────────────────────────────────── CORRECTIONS APPLIED ───────────────────────────────────────────── Total flags raised: 2 Total corrected: 2 Total escalated to client: 0 ───────────────────────────────────────────── Validated and approved for delivery. ─────────────────────────────────────────────
A software engineer on our team checks every CLI command, every API reference, every architecture diagram before the cut leaves the studio. The receipt names what was checked, what was flagged, what was corrected, and against which version of which documentation.
It's not a quality-control checklist. It's the artifact of the validation layer working. Your team receives it with every video, alongside the .mp4 and the source files. Forwardable, auditable, paper-trail proof for whoever signs off internally.
This is what makes the zero-syntax-error guarantee defensible.
Every video Lumaris delivers carries a Dev Validation Receipt like the one above. These three were produced through that exact mechanism. Two were validated by the in-house dev team before delivery. One was produced unprompted as a demonstration.
Marko Živić · Former GitHub Actions Team Lead · IBM Product Owner · Senior Engineer at Euronext and Paceteq.
I didn't leave engineering to run a video agency. I left because I watched technically brilliant products get killed by content that looked polished and was factually wrong.
Developers noticed. Comment sections turned hostile. Marketing teams stopped trying. Engineering teams blamed marketing. Nobody fixed the root problem.
When your video editor doesn't understand your product, you become their technical support.
The video industry built itself around generalist agencies serving every category at once. That model works for consumer brands. It fails the moment your audience can read code.
A developer watching a Kubernetes tutorial doesn't grade production value. They grade whether the commands work. The agency that doesn't know the difference produces content the audience rejects.
Lumaris exists for one specific buyer. A developer tools company whose marketing team has been burned by a generic agency, whose engineering team has quietly stopped reviewing marketing content, and whose YouTube channel went dark twelve months ago.
This isn't differentiation. It's a different kind of company.Read the full founder story
The numbers
Average CTR across active client work
Industry benchmark: 2–6%
Viewer retention through intros
Across 200+ delivered videos
Technical videos built & delivered
CI/CD, DevOps, API platforms, cloud infrastructure
Syntax errors across all content
Validated by in-house dev team
These aren't projected numbers. They're observed across active client work and verified Clutch reviews.
The reference guide is a PDF covering every metric that matters for technical video performance, retention curves, CTR benchmarks, drop-off patterns by content category. No call required. You read it in fifteen minutes and decide if any of it changes how you think about your channel.
If you want feedback on your specific content, the audit is the next step. A 5 to 10 minute Loom from Marko, delivered in 48 hours, naming three issues hurting your retention right now. If you're already deciding between agencies, the 15-minute fit call is the right entry.