AVAILABLE
Justin Lord
JUSTIN LORD
EST. SHIPPING SINCE 2020
● ON THE TOOLS
FIG.01 — IDENTITY · CONTRACT · AI / GROWTH

JUSTINLORD_

Contract builder for AI startups. I ship video generation pipelines, growth systems, and applied AI agents.

Currently
growth + content at revid.ai
Previously
1st place — DeepSurge (Sui × OpenClaw) with SealForge, an autonomous agent marketplace with threshold-encrypted execution.
Stack
TS · Next · Python · Move · LLMs · n8n · WebGL
scroll— three case studies follow
AI AGENTSGROWTH SYSTEMSVIDEO PIPELINESREDDIT SEEDINGYOUTUBE OPSn8n WORKFLOWSTELEGRAM BOTSMOVE CONTRACTSTHRESHOLD ENCRYPTIONRAG INDEXINGPROMPT INFRACONTRACT · NOT FULL-TIME
AI AGENTSGROWTH SYSTEMSVIDEO PIPELINESREDDIT SEEDINGYOUTUBE OPSn8n WORKFLOWSTELEGRAM BOTSMOVE CONTRACTSTHRESHOLD ENCRYPTIONRAG INDEXINGPROMPT INFRACONTRACT · NOT FULL-TIME

§02   SELECTED WORK

04 PROJECTS · 2025–2026

CASE 01
2025—Present
Growth · Content
Contract

revid.ai

AI video generation platform. I'm their growth + content partner — promoting Revid through my own YouTube channel, producing a short tutorial for every AI tool page, and feeding product feedback that ships.

  • 01Ran a promotion on my own YouTube channel — drove 88k views in 8 days to Revid
  • 02Suggested the “short tutorial per AI tool page” play and shipped 22 so far, one for each page
  • 03Product feedback landed in shipped improvements to the music-video AI + lyrics tooling
  • 04Ongoing growth + content partner — also help run their own YouTube channel
REVID_PARTNER.tsv● live
channel
youtube · my own (promo engine)
promo_run
+88k views · 8 days
page_tutorials
22 shipped · one per ai tool page
product_feedback
→ music-video tool + lyrics
role
growth + content partner
CASE 02
2025
Solo build
DeepSurge · Sui × OpenClaw
1st PLACE

SealForge

Autonomous AI agent marketplace built on the Sui blockchain with threshold-encrypted execution. Agents run verifiable workloads on-chain without exposing payloads. Shipped end-to-end in the hackathon window and took first place.

  • 01Designed threshold encryption scheme — agent payloads execute without single-point decryption
  • 02Wrote on-chain marketplace contracts in Move
  • 03Built agent runtime with verifiable execution traces
  • 04First place — Sui / MystenLabs hackathon
FIG. 02 / SEALFORGE — EXECUTION PATH
SUI · MOVE · THRESHOLD
USER WALLETSUI · sign + payMARKETPLACEon-chain · MovelistAgent / hire / settleENC PAYLOADthreshold(t,n)THRESHOLD NETt-of-n decryptionAGENT RUNTIMEisolated exec+ trace emitVERIFIABLE TRACEon-chain attestation→ release escrow
↳ scroll to render
1ST PLACE · DEEPSURGE
CASE 03
2025
Build for software dev team
Consulting · n8n + Jira

agent_eval_loop

Self-learning n8n system that watches Jira, routes tickets to subagents, and runs deterministic eval against Figma specs — so the loop fixes its own bugs without a human in the chair. Built because agents can't evaluate their own output; assertions can.

  • 01Webhook from Jira → main agent routes by ticket type → FE / QA subagents
  • 02Deterministic eval layer measures output against Figma specs — not agent vibes
  • 03QA loops back to FE with diffs until pass · zero human babysitting per ticket
  • 04Scoped to replace a 5-candidate hire the client was about to make
EVAL_RUN.log · self-healing route● live · 0 humans
12:01:04JIRAT-482 inbound · 'build settings page (figma F-22)'
12:01:05ROUTERmatch(type=frontend) → FE_AGENT
12:04:11FE_AGENTrender(react/tailwind) · 1.3s · pushed pr/482
12:05:02QA_AGENTassert(figma_diff ≤ 5px) · FAIL · diff=8px @ nav
12:05:02QA_AGENTloopback(FE_AGENT, 'fix nav padding mt-3 → mt-2')
12:07:48FE_AGENTrender · 0.9s · force-push pr/482
12:08:09QA_AGENTassert(figma_diff ≤ 5px) · PASS · diff=3px
12:08:10QA_AGENTassert(buttons.functional) · PASS
12:08:11ROUTERT-482 → DONE → notify human · 0 babysitting
↳ assertions are deterministic. agents can't lie through them.

↳ private engagement · client name redacted

CASE 04
2025
Private client
Wellness

telegram_ops_agent

Built a conversational content operations system deployed entirely through Telegram for a private client. The system handles planning, draft generation, scheduling, and approval through a multi-step chat flow — no separate dashboard required.

  • 01Telegram bot interface with stateful multi-step approval
  • 02Integrated LLM generation with a scheduling backend
  • 03Delivered end-to-end in under two weeks at fixed price
  • 04Client retained for continued work
TELEGRAM · @[REDACTED]_OPS_BOT● online
draft 3 ideas for tomorrow about morning routines
▍ generating · 3/3
1. Sunlight before screens — 3-min protocol 2. Cold-start breathwork 3. The 20-min walk that beats coffee approve (1) (2) (3) · regen · skip
approve 1 + 3, schedule for 7am IG
✓ scheduled — IG @ [REDACTED] · 07:00 ART

↳ private engagement · client name redacted

  FIELD NOTES

SIDE WINS · NO CASE STUDY YET

  • PERSONAL · YOUTUBE
    0k
    views in 7 days, my own channel, solo
    ↳ same playbook I run for clients
  • CONTENT SYSTEM · IG MUSIC CREATOR
    +0k/ 7d
    followers added · ~$50k+ delivered to the artist on the back of it
    ↳ private retainer · attribution shared on request

§03   CONTACT

30-MIN DISCOVERY · NO PITCH DECK

For contract work, growth retainers, or technical build-outs at AI companies — say a thing:

JUSTIN LORD · MMXXVI
--:--:-- GMT-5
VIEW SOURCE — IT'S CLEAN, I PROMISE