Shipped in the last 30 days

Operational proof, not a logo wall.

What we actually built, fixed, audited, automated, integrated, and operated in the last month — across our own portfolio and paying client engagements. Every item is real, shipped, and running today.

20+
Years founder experience
6
Capability modes exercised
18+
Engagements delivered
24/7
Operations continuous
BBuild FFix AAudit Automate { }Integrate Operate
// 01 · Build

New systems, shipped end-to-end.

Products, platforms, pipelines — designed, built, and deployed by the same team. No vendor stack, no handoffs.

OilMarketCapBuild

Seven-franchise content engine

Designed and shipped seven editorial franchises — News Pulse, Morning Barrel, Daily Brief, Ask EnerGPT, Data Nobody Sees, Energy Explained, The Signal — running in English, Chinese, Arabic, and Spanish, on an audience-local publishing cadence.

Outcome
Multi-language publishing stack live; editorial pipeline runs without a newsroom.
OilMarketCapBuild

EnerGPT — AI energy chatbot

Built a multi-LLM consensus chatbot on the OilMarketCap platform to capture proprietary query intent data, with sample prompts drawn from our own energy datasets and open-access guest tier.

Outcome
Live AI layer drives the proprietary query-data moat behind OMC's strategic positioning.
QuantForgeBuild

Ops control plane

Shipped control.qfhq.io — a dedicated operations VPS on Ubuntu 24.04 separating agent infrastructure from client VPS for tenant isolation. Three off-site B2 backup pipelines wired in at launch.

Outcome
Agent control plane live. Client data never shares a box with operator tooling.
// 02 · Fix

Plugged in and repaired, fast.

Existing infrastructure, underperforming. Diagnosis, remediation, and hardening — without a replatforming project.

OilMarketCapFix

SEO recovery & duplicate cleanup

Diagnosed a rogue audit that killed four SEO crons; restored them, then cleaned 9,495 duplicate related-stories blocks across 105 posts and patched the generator for idempotency so it cannot re-break.

Outcome
Crawl waste eliminated. SEO signals restored. Generator hardened against regression.
samchoksi.comFix

Pre-launch hallucination scrub

Audited the public site before a 1,000-person HNW outreach blast. Removed 18 overclaims including a fabricated 68% statistic, a "Southeast Asia's first" superlative, and unverified third-party press attributions.

Outcome
Clean source-of-truth shipped in time for the HNW campaign. Brand-safety risk removed.
QuantForgeFix

Brief funnel four-bug sprint

One sprint, four production bugs patched on the inbound funnel: UTF-8 json_encode failure, Mobile Safari fetch regression, bare-URL fallback handling, and path-locale pricing detection.

Outcome
Submission path stabilized. Dynamic pricing respects detected city correctly.
// 03 · Audit

Senior-level diagnostics with a real plan.

Not a slide deck. A prioritized fix plan any team can execute — or we execute it for you.

QuantForgeAudit

101-point diagnostic engine

Upgraded our audit framework from 89 to 101 checks across 21 categories, adding Domain Health and AI Discoverability sections. The brief generator auto-selects categories based on the domain's profile.

Outcome
Every audit now covers brand, SEO, UX, security, legal, AI-discoverability, and operations.
OilMarketCapAudit

Proprietary data pipeline audit

Inventoried 16 moat data pipelines: 8 fresh today, 7 correctly scheduled, one misconfigured. Promoted the moat data to daily-backup tier with off-site B2 replication.

Outcome
30-day data-loss risk eliminated. Off-site coverage closed.
Holina ClinicAudit

YMYL author-credibility audit

Pre-SEO audit of a medical-services site found fabricated stock-name doctors on practitioner pages. Pulled the fake bios, re-audited all credentials and headshots before any search push went out.

Outcome
YMYL-compliance restored before any traffic scaled. No fake-author exposure.
// 04 · Automate

Workflows running without you.

Content, distribution, research, reporting, monitoring — continuous, with QA gates and exception alerts.

OilMarketCapAutomate

Multi-channel publishing pipeline

Pillar Engine + News Video Engine + cross-channel publisher on an audience-local cron. Hard cap of 7 posts per channel per day enforced in a shared rate-limiter, with a QA gate before every outbound.

Outcome
Zero-spam publishing across EN/ZH/AR/ES. No hallucinated facts. Editorial integrity enforced by code.
QuantForgeAutomate

Autonomous video pipeline

Sunday-cron video renderer with caption pre-flight and full avatar rotation — 19 portrait avatars, LRU selection, no repeat in 8 slots. Smile-only thumbnails, CMO scheduling plan enforced in code.

Outcome
End-to-end autonomous. No per-render approvals needed. Four fresh renders shipped week one.
QuantForgeAutomate

Cipher — API credit watchdog

Daily monitor of AI-API credit balances with Telegram alerts when usage drops under 20% of a fixed plan or under 14 days of pay-as-you-go runway.

Outcome
Zero surprise outages from exhausted quotas. Budget visibility in the operator chat.
// 05 · Integrate

APIs talking to each other, reliably.

Webhooks, observability, retries, circuit breakers — middleware built to production standards.

QuantForgeIntegrate

Resend deliverability safeguards

Bounce webhook, suppression list, 3% circuit breaker, MX pre-validation, and split-send scheduling (investor blast divided 400/day × 5) — all wired in before the first real campaign.

Outcome
Domain reputation protected through 5,151 contact outreach. No blacklist events.
QuantForgeIntegrate

Unified campaigns dashboard

Webhook capture of sent / delivered / opened / clicked across five sending engines, unified into a single SQLite datastore with 24h / 7d / all-time rollups and a live feed in the ops UI.

Outcome
Single-pane observability. Every outbound engine tagged. APAC send window ready.
OilMarketCapIntegrate

Telegram channel + bot isolation

Wired the public @OilMarketCapHQ channel to a dedicated @omcbrief_bot — never the operator bot — with five bleed-prevention guardrails, scoped tokens, and chat-id whitelists.

Outcome
Broadcast channel live. Operator bot blast-radius isolated. First auto-post shipped.
// 06 · Operate

Functions running as a service.

Continuous operation of real departments for paying clients — brand, content, data, distribution, ops.

Holina GlobalOperate

Five-property marketing operation

Signed and onboarded across five hospitality and wellness properties. Own VPS, isolated agent stack, a weekly-wins JSONL feeding the Friday leadership report — so setbacks never reach the founder as problems.

Outcome
Monthly retainer active. Weekly cadence with clinic cutover underway.
Half Moon & HarmonyOperate

Client number two onboarded

Second paying client onboarded with isolated tenant ops, two report generators, and a pod specification differentiated from the Holina engagement. Reports ship under BrandBoost label for delivery-layer separation.

Outcome
Multi-client operating posture established. Tenant isolation proven.
QuantForgeOperate

HNW & Thai press outbound

Operated concurrent campaigns: 1,000 billionaire-adjacent contacts (chiefs of staff, family offices) at 9am recipient-local time, plus 61 Thai journalists with a language-routed press engine.

Outcome
Brand-investor separation maintained across QFHQ + OMC. Zero send collisions.

Your operation could be on this page next month.

Tell us what you're trying to solve. Leadership reviews every inquiry within 48 hours. If there's alignment, we scope a 30-minute call — no pitch, no sales team.

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