AgentOps Is the New DevOps: How to Operate AI Agents in Production
A practical operating model for tracing, evaluating, securing, budgeting and improving AI agents after they leave the demo environment.
11 min readAI agents for business that survive production
I’m Rezaul Hoque Turjo, Founder & CEO, NextCTL. I build AI agents for business, AI automation and connected software for SME owners and founders, real estate agents and loan officers. Building software since 2010, with 150+ projects. Scoped permissions, activity logs and human handoff keep your team in control.
Systems shipped
The CTL ecosystem
Products up front, infrastructure underneath — five ventures, one connected stack.
01Vertical SaaS
Growth Partner for Realtors & Loan Officers.
A growth infrastructure partner for real estate agents and mortgage officers: predictable lead generation, AI automation, CRM systems, and long-term organic authority.
02AI product
Your Social Media, Handled.
An AI marketing team, not another tool. It plans your content strategy, produces finished reels, carousels and captions, then schedules and auto-publishes to every channel. You approve, it ships.
03Infrastructure
Apps as a Service. Click, configure, live.
Launch n8n, OpenClaw, Hermes Agent, or free HTML hosting in minutes. Managed SSL, domains, and snapshots. No server management.
04Backend platform
Headless backend platform.
The backend layer of the stack — more to share soon.
05Parent company
All-in-One Software, Marketing & AI Solutions.
The flagship company behind the stack — AI-first digital transformation.
LinkedIn · Playbooks
Carousels, breakdowns and founder lessons from shipping AI systems — one slide at a time.
AI is not the future. It's the lever. The future belongs to those who build with it, ship with it, and scale with it.
Automation is not about replacing people. It's about removing friction so humans can focus on what actually matters.
Instagram · Reels
Behind the scenes of building NextCTL — drag the strip or tap a card.
Work with me
I build AI-first systems — agents, automation, and the infrastructure underneath them — that take repetitive operational drag off the people doing the real work. If there’s a bottleneck quietly eating your team’s hours, that’s the conversation worth having.
What I do
Designing and building AI agents and automation workflows that handle real work and drive measurable outcomes.
Learn moreFull-stack product development with modern architectures, APIs, and delightful user experiences.
Learn moreScalable cloud infrastructure, CI/CD pipelines, and observability for reliable, high-performing systems.
Learn moreData-driven growth systems and marketing automation that turn traffic into traction.
Learn moreFrom the blog
33 posts on AI, automation and building modern companies — written from the trenches, not theory.
Latest post
Operate the Agent → Control the Agent → Understand Its Economics
A practical framework for running AI agents in production: operate their behavior, control their authority, and measure the economics of every completed outcome.
Read the post
A practical operating model for tracing, evaluating, securing, budgeting and improving AI agents after they leave the demo environment.
11 min readModels improve, prices move and providers change. A defensible AI product is built on workflow, data, distribution, integrations, evaluations, trust…
9 min readAI demos prove capability. Production proves reliability, ownership, cost control and business value. Here is the operating checklist most teams…
9 min readA practical look at how ContentCTL, SocialCTL, BackCTL and H22T work as one connected AI-native business stack—from knowledge and creation…
9 min readAI Overviews and zero-click search are changing the old content bargain. Founders should use search for discovery, but build owned…
5 min readAbout Turjo
I’m Atiq Md Rezaul Hoque (Turjo) — a technology entrepreneur and the founder of NextCTL, an AI-first digital transformation company.
I’ve been building software since 2010, across the entire stack of a modern business: software architecture, cloud infrastructure, AI automation and growth. My obsession is the same everywhere — remove the operational drag that keeps small and mid-sized companies from moving like the giants.
Full story
FAQ
Turjo, NextCTL and the CTL ecosystem — answered plainly.
Rezaul Hoque Turjo’s full name is Atiq Md Rezaul Hoque. He is Founder & CEO, NextCTL and Co-Founder, SocialCTL. He has been building software since 2010, with 150+ projects across software, cloud infrastructure and automation.
NextCTL is the company through which I deliver software, marketing and AI solutions. Its connected ventures include RealtyCTL, SocialCTL, H22T and BackCTL.
RealtyCTL is NextCTL’s brand for real estate agents and loan officers. Its work brings together lead generation, CRM systems, follow-up automation and organic visibility.
SocialCTL is a live AI social media team for content creation, approval links and publishing. It helps plan, produce and publish content, with human approval before publishing. I’m Co-Founder, SocialCTL.
H22T offers Apps as a Service, with application provisioning, managed SSL, domains and snapshots. It provides infrastructure for the wider CTL stack.
Email hi@turjo.me with your workflow, the tools you use and where work gets stuck. Through NextCTL, I work with SME owners and founders across North America, Europe/UK and the UAE.
It means building for real work: agreed permissions, monitoring, activity logs, fallbacks and human approval where needed. The Work page explains the architecture and safeguards, and identifies results that still need verification.
Dhaka, Bangladesh. I serve clients across North America, Europe/UK and the UAE.
Four services through NextCTL: AI Agents & Automation, AI-Native Business Systems, Cloud & Agent Infrastructure, and SaaS & Product Engineering. See the Work page for examples.
Still have a question?
Whether you’re a founder drowning in ops, an SME curious about agents, or a builder who wants to compare notes — my inbox is open.
Every message reaches me directly.
The Production Notes
One production post a week
Practical blog posts on AI agents, production systems, and building an AI-native company. No fluff, no forwarded hype.