01 / 06a real job, waiting on its gate
Content pipelines
One panel, pick a type, set a count, approve the script — and N finished posts come out the other end. Carousels, text-walls, faceless reels.
Automation · content pipelines · AI video
I build the machine.It makes the content.
Automations and content pipelines — video, image, distribution — that run without you. And when the job isn't content, I build that too.
The idea
Mostteamspayforcontentonepostatatime.Ibuildthethingthatmakestheposts.Briefin.Finishedcontentout.Ahumansaysyesbeforeanymoneymoves.Thenitruns—nights,weekends,atvolume—andyouowneverylineofit.
TypeScriptNextPythonRemotionffmpegWhisperXClaude Agent SDKn8nAfter EffectsKlingfalElevenLabsCloudinaryFly.ioTypeScriptNextPythonRemotionffmpegWhisperXClaude Agent SDKn8nAfter EffectsKlingfalElevenLabsCloudinaryFly.io
What I build
Six shapes of work.
The pipeline is the main thing — brief in, finished posts out, a human gate wherever money is spent. Everything else orbits it.
02 / 06AI singer · fully generated
AI video systems
A song and a lyric sheet in; a captioned 9:16 with consistent AI characters out. Nine stages, three human gates, nothing expensive runs early.
03 / 06one reference → a batch
Image pipelines
Batches of on-brand carousels driven by references you drop in, not fixed templates. Swap the references, the look changes, nothing gets rebuilt.
04 / 06published · YouTube
Distribution
Draft, approve, publish — Instagram, YouTube, X — with the real numbers pulled back in so the next batch learns from the last.
05 / 06agents & ops
Agents & ops
Self-healing loops, content-ops agents on Telegram, a phone that talks to Claude running on your own PC. The boring parts, handled.
runs while you sleep.
06 / 06tipyourcustomer.lol · live
Not content at all
Marketplaces, audits, internal tools, the odd product. Same method: prototype fast, put gates where it costs money, ship, let it run.
In production
In production.
Shipped and running today. Scroll sideways.
Receipts
Proof, not promises.
Revid.aiSaintsBazzlyDeepSurge · Sui × OpenClawRevid.aiSaintsBazzlyDeepSurge · Sui × OpenClawRevid.aiSaintsBazzlyDeepSurge · Sui × OpenClaw
worked with
Work
What comes out the other end.
Hover to play, click the speaker for sound.
Created with AI
Made with AI.
Some of these are fully AI-generated, some fully edited by AI — no camera, no edit bay. Most came out of the pipelines above.
UGC
UGC ads.
Characters that say it themselves.
YouTube
I post the automations. Free.
latest · free tool
ChatGPT Is Recommending Your Competitor (Free Tool Fixes It)
August 28, 2026
Builds, breakdowns, the occasional rant. Not that often — but everything on the channel is a real system, not a demo.
How it works
01
Brief
Tell me what you're posting, what should be automatic, and where it hurts right now.
02
Prototype
I build a working version fast — real inputs, real outputs, a human gate wherever money gets spent.
03
Ship & run
It runs on your machine or in the cloud. You own the code, the prompts, and the outputs.
content pipelines · AI video systems · agents & ops automation · anything repeatable
Questions
Straight answers.
The things people ask before they send a brief.
What do you build?
Automations and content pipelines: systems that take a brief and produce finished content — carousels, text-walls, faceless reels, AI video — with a human approval gate wherever money is spent. Around that: AI video systems, image pipelines, posting and distribution automation, agents, and non-content tools when the job calls for it.
What is a content pipeline?
One panel or trigger in, N finished posts out. Script, render, post — repeatable and brand-consistent, so a team can publish at volume without a freelancer invoice attached to every asset. You review the script before anything expensive runs.
What stack do you use?
TypeScript and Next, Python, Remotion, ffmpeg, WhisperX, Claude and the Claude Agent SDK, n8n, After Effects, Kling, fal, ElevenLabs. Chosen per job, and every model sits behind a swappable adapter where it matters, so a provider can change without a rebuild.
How does a project start, and how fast is it?
Send a brief: what you're posting, what should be automatic, and a budget. I build a working prototype fast with real inputs and outputs, we tighten it until it's right, then it ships to your machine or the cloud.
Do I own the system?
Yes. Source, prompts, templates and outputs transfer to you. No licence, no per-seat fee, no lock-in.
Do you still do video and editing?
Yes — UGC ads, product films, motion, and fully AI-generated video. Kling for generation, Filmora, Premiere and After Effects for the cut. The pipelines are the main thing; the video craft is what they're built on.
Where are you based, and do you work remotely?
Bangalore, India, working remotely with clients anywhere. The fastest way in is the brief form on this site, X (@Justin_lords), or main@justinlord.io.
Contact
Let's build something.
Send a brief — what you're posting, what should run on its own, and a budget. I'll come back fast.