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@johirulakash

Johirul Hoq Akash

@johirulakash·Dhaka, Bangladesh·Joined September 2026

Founder, CodeMyPixel

About

Founder, CodeMyPixel. Building practical software and writing about AI, cloud, and startups.

Available for

Nothing here yet.

Johirul Hoq Akash's blogs

CodeMyPixelcodemypixel.hashnode.dev5 posts

About

Founder, CodeMyPixel. Building practical software and writing about AI, cloud, and startups.

Available for

Nothing here yet.

Johirul Hoq Akash's blogs

CodeMyPixelcodemypixel.hashnode.dev5 posts

Articles Comments

Recently published

JHJohirul Hoq Akashincodemypixel.hashnode.dev·1h ago · 3 min read

CRM Automation with AI: How to Clean Pipeline Data Without Creating Chaos

Messy CRM data quietly kills forecasting, outbound, and customer experience. AI can help — but only if you treat CRM updates as high-trust write operations, not free-form chat. Here’s a practical play

JHJohirul Hoq Akashincodemypixel.hashnode.dev·1h ago · 3 min read

Self-Hosted LLMs vs Cloud APIs: A Practical Guide for SMEs

Cloud AI APIs are fast to start. Self-hosted / local LLMs keep sensitive data closer to home. Most businesses don’t need a religious debate — they need a routing policy. Here’s how we decide for SME a

JHJohirul Hoq Akashincodemypixel.hashnode.dev·2h ago · 3 min read

AI Agents for Business Ops: What to Automate First (Without Breaking Trust)

“Add AI agents” is easy to say. Knowing which workflow to automate first is harder — and that’s where most pilots stall. This is a practical sequencing guide for SMEs and mid-market teams that want ag

JHJohirul Hoq Akashincodemypixel.hashnode.dev·2h ago · 3 min read

n8n vs Make.com in 2026: Which Automation Stack Should You Actually Choose?

If your team is drowning in repetitive ops — lead routing, CRM updates, invoice chasing, support triage — you’ve probably shortlisted n8n and Make.com. Both can connect hundreds of apps. Both can incl

JHJohirul Hoq Akashincodemypixel.hashnode.dev·11h ago · 7 min read

When Local LLMs Beat Cloud APIs (and When They Don’t)

When Local LLMs Beat Cloud APIs (and When They Don’t) Every technical founder eventually hits the same fork: call a hosted model API, or run something you control — on your VPC, on-prem, or on a dedic