Omid Saffari | AI Systems Architect

Making businesses think.

I design and build AI-native products, infrastructure, and autonomous systems — production-grade agents, apps, dashboards, and automations that real businesses run on.

Independent. Written from Dubai 🇦🇪

Field notes from building AI systems. Build logs, working blueprints, and what shipped, weekly.

No spam. Unsubscribe anytime.

This isn't a hot-take blog.

It's the working log of one operator building AI products in the open, with the code shared and the systems live.

Build logs. Working systems. Field notes. The honest record of what shipped, what failed, and what's still on the desk this week.

I publish what works because the system outlasts the take.

For people who'd rather see the system than the slide.

The stack I run and write about
Anthropic
OpenAI
Grok
LangChain
Cursor
Antigravity
Next.js
Vercel
Cloudflare
Supabase
Redis

Tools I use What I run, recommend, and review honestly, including the ones with no affiliate program.

AI

Speechify

Turns anything written into something you listen to.

Open guide
Claude
AINo affiliate

Claude

The frontier model that ships in production.

Open guide
AINo affiliate

Cursor

The AI editor for serious codebases.

Open guide
OpenAI
AINo affiliate

OpenAI

Still the API every other model gets measured against.

Open guide
AINo affiliate

Model Context Protocol

The standard plug between agents and the world.

Open guide
BuildNo affiliate

n8n

Self-hostable automation that scales past Zapier.

Open guide
BuildNo affiliate

Vercel

The deploy target for the modern web.

Open guide
Design

Webflow

The visual builder that ships production-grade marketing sites.

Open guide
Design

Framer

The fastest way to ship a flagship marketing site.

Open guide
AINo affiliate

Gemini

Google's frontier model, strong on long context and the Google stack.

Open guide
Grok
AINo affiliate

Grok

Real-time, X-aware answers from xAI.

Open guide
AINo affiliate

Perplexity

The answer engine that cites its sources.

Open guide
BuildNo affiliate

Claude Code

Agentic coding in the terminal that reads your whole repo.

Open guide
BuildNo affiliate

v0

Generate production React UI from a prompt.

Open guide
BuildNo affiliate

Windsurf

The agentic AI editor, Cursor's closest rival.

Open guide
Build

Zapier

Connect apps without code, the automation default.

Open guide
Build

Make

Visual automation with serious branching power.

Open guide
BuildNo affiliate

Cloudflare

Workers, R2, and the edge platform I deploy on.

Open guide
BuildNo affiliate

Supabase

Postgres, auth, and storage for AI apps.

Open guide
DesignNo affiliate

Figma

Where the design actually happens.

Open guide
DesignNo affiliate

Midjourney

The benchmark for AI image quality.

Open guide
AINo affiliate

ChatGPT

OpenAI's assistant, the one most people start with.

Open guide
BuildNo affiliate

Codex

OpenAI's agentic coding tool, terminal and cloud.

Open guide
Build

Notion

Docs, wiki, and now agents in one workspace.

Open guide
Build

Shopify

The commerce platform that ships stores fast.

Open guide
BuildNo affiliate

Lovable

Prompt-to-app, the fastest path to a working MVP.

Open guide
Design

Canva

Design for everyone, now with a real AI studio.

Open guide
DesignNo affiliate

Runway

Generative video the pros actually ship with.

Open guide
DesignNo affiliate

Higgsfield

Cinematic AI video with real motion control.

Open guide
Growth

HubSpot

The CRM that grew into a full growth suite.

Open guide
Growth

Apollo

B2B contact data and outbound in one place.

Open guide
Growth

Smartlead

Cold email at scale with inbox rotation.

Open guide
Growth

Instantly

Cold outreach and deliverability for senders.

Open guide
Growth

Manychat

Chat automation for Instagram, WhatsApp, and Messenger.

Open guide
GrowthNo affiliate

Intercom

The support suite behind Fin, the rented agent I benchmark owned builds against.

Open guide
GrowthNo affiliate

Ahrefs

The backlink and SEO toolset, now AI-aware.

Open guide
Growth

Semrush

The all-in-one SEO and visibility platform.

Open guide
Growth

Klaviyo

Email and SMS built for ecommerce revenue.

Open guide
AI

Otter.ai

Meeting transcription that turns talk into searchable notes.

Open guide
Growth

KrispCall

Cloud telephony with AI call transcription built in.

Open guide
AI

Scholarcy

Turns dense papers into structured summary cards.

Open guide
AINo affiliate

NotebookLM

Grounded research notebook that only answers from your sources.

Open guide
Growth

Later

Social scheduling built around a visual content calendar.

Open guide
Growth

Buffer

The lean scheduler that stays out of the way.

Open guide
Growth

Planable

Social collaboration where approvals happen on the post itself.

Open guide
Growth

SocialBee

Category-based queues that recycle evergreen posts.

Open guide
Growth

Agorapulse

Social management with a unified inbox at its centre.

Open guide
Growth

Hootsuite

The incumbent scheduler, still the enterprise default.

Open guide
Growth

Sprout Social

Social management priced for teams that report to a board.

Open guide
Growth

Planoly

Grid-first planning for brands that live on Instagram.

Open guide
Growth

SocialBu

Scheduling plus automation rules on a budget.

Open guide
Growth

Metricool

Scheduling and analytics in one dashboard, priced for solos.

Open guide
Growth

Vista Social

Deep scheduling and reporting without enterprise pricing.

Open guide
AINo affiliate

Gumloop

Visual automation builder aimed at AI-heavy workflows.

Open guide
Growth

monday.com

Work OS where the board is the database.

Open guide
Growth

Close

CRM built around the call, not the pipeline report.

Open guide
AINo affiliate

Consensus

Search that answers from peer-reviewed papers, not the open web.

Open guide
AINo affiliate

Semantic Scholar

AI-indexed literature search from AI2, free to use.

Open guide
Growth

Jotform

Form builder with the deepest template library.

Open guide
Growth

Typeform

One question at a time, and completion rates to match.

Open guide
Growth

Paperform

Forms that read like a page you actually wrote.

Open guide
Growth

Zonka Feedback

Survey and CX feedback across every channel you run.

Open guide
Growth

Cognito Forms

Forms with real conditional logic and calculations built in.

Open guide
AI

Sonix

Transcription that holds up on accents and crosstalk.

Open guide
AI

Descript

Edit audio and video by editing the transcript.

Open guide
AI

Fireflies.ai

Meeting notetaker that files itself into your CRM.

Open guide
Growth

CloudTalk

Cloud call centre with the integrations sales teams need.

Open guide
Growth

ActiveCampaign

Email automation that behaves like a CRM when you need one.

Open guide
Growth

Omnisend

Email and SMS built specifically for ecommerce stores.

Open guide
Growth

Kit

Newsletter platform that treats creators as the customer.

Open guide
Growth

MailerLite

Clean email marketing without the enterprise tax.

Open guide
Growth

Mailchimp

The name everyone starts with, and many outgrow.

Open guide
Growth

Brevo

Email, SMS and chat on one bill, generous free tier.

Open guide
BuildNo affiliate

Qdrant

Rust vector database with filtering that actually scales.

Open guide
BuildNo affiliate

Pinecone

Managed vector search you never have to operate.

Open guide
BuildNo affiliate

turbopuffer

Vector search built on object storage, priced accordingly.

Open guide
BuildNo affiliate

Zilliz Cloud

Managed Milvus from the team that wrote it.

Open guide
BuildNo affiliate

MongoDB Atlas Vector Search

Vector search where your documents already live.

Open guide
BuildNo affiliate

Redis

The cache everyone already runs, now doing vectors too.

Open guide
AI

HeyGen

Avatar video that survives being watched at full size.

Open guide
AI

Synthesia

Enterprise avatar video with the compliance paperwork done.

Open guide
AI

D-ID

Talking-head video driven from a single still image.

Open guide
AI

ElevenLabs

The voice model everything else gets compared against.

Open guide
Build

Bubble

No-code apps with real logic, and a real learning curve.

Open guide
Build

FlutterFlow

Visual Flutter builder that exports code you can keep.

Open guide
Build

Glide

Turns a spreadsheet into an app your team will actually open.

Open guide
Build

Softr

Client portals on top of Airtable without writing a line.

Open guide
BuildNo affiliate

Retool

Internal tools assembled in an afternoon, not a sprint.

Open guide
BuildNo affiliate

AppSheet

Google's no-code layer over the data you already keep.

Open guide
Growth

Pipedrive

A CRM salespeople update without being chased.

Open guide
Growth

folk

A contact-first CRM for people who network, not pipeline.

Open guide
Growth

EngageBay

Marketing, sales and support bundled at small-team pricing.

Open guide
GrowthNo affiliate

Salesforce

The enterprise standard, with the implementation bill to match.

Open guide
Build

SitesGPT

Generates a working site from a prompt in one pass.

Open guide
Growth

SE Ranking

The full SEO suite at a price solo operators can carry.

Open guide
Growth

Mangools

Keyword research that stays pleasant to use.

Open guide
Growth

WhatConverts

Tracks which lead came from which click, end to end.

Open guide
AINo affiliate

LM Studio

Local models with a desktop app anyone can run.

Open guide
BuildNo affiliate

vLLM

The serving engine when throughput is the whole problem.

Open guide
BuildNo affiliate

Linear

Issue tracking fast enough that people actually file issues.

Open guide
BuildNo affiliate

Jira

The tracker every enterprise standardises on eventually.

Open guide
BuildNo affiliate

AWS

The cloud the rest of the stack is measured against.

Open guide
BuildNo affiliate

Microsoft

The stack half the enterprise world already pays for.

Open guide
AINo affiliate

Google

The search everyone else is measured against, now answering directly.

Open guide
BuildNo affiliate

Google Cloud

The cloud behind Gemini, priced for builders.

Open guide
Build

BigCommerce

Headless-ready commerce for stores that outgrew the templates.

Open guide
BuildNo affiliate

WooCommerce

Commerce bolted onto WordPress, for better and worse.

Open guide
Build

Wix

The builder that gets a site live before lunch.

Open guide
Design

Kittl

Design templates with genuinely good typography built in.

Open guide
Growth

Origin

Financial planning that treats the whole picture, not one account.

Open guide
AI

PortfolioPilot

An AI advisor that actually reads your holdings.

Open guide
AI

Cleo

Budgeting that talks back, aimed squarely at phones.

Open guide
Growth

Wealthfront

Automated investing with the fees kept out of the way.

Open guide
Growth

Zoho CRM Plus

A whole suite for the price most vendors charge for one seat.

Open guide
BuildNo affiliate

Activepieces

Open-source automation you can self-host without a licence.

Open guide
AI

Lindy

AI assistants that actually run your workflows, not just chat.

Open guide
BuildNo affiliate

UiPath

Enterprise RPA, now with agents bolted on.

Open guide
AINo affiliate

Cartesia

Realtime voice models built for low-latency agents.

Open guide
AI

Murf

Studio-style AI voiceover for people who are not editors.

Open guide
AI

WellSaid

Voice clones vetted for commercial narration.

Open guide
Growth

Setmore

Free-tier booking that covers a small team properly.

Open guide
Growth

Reclaim.ai

Defends focus time by rearranging the calendar for you.

Open guide
Growth

Motion

Auto-scheduling that rebuilds the day when plans slip.

Open guide
Growth

Homebase

Shift scheduling built for hourly teams.

Open guide
Growth

Cal.com

Open-source scheduling you can host and shape yourself.

Open guide
Growth

Calendly

Scheduling links that ended the back-and-forth email.

Open guide
AINo affiliate

Brave

A browser whose search index is genuinely its own.

Open guide
AI

Speechify

Turns anything written into something you listen to.

Open guide
Claude
AINo affiliate

Claude

The frontier model that ships in production.

Open guide

Latest writing Across AI, Build, Design, and Growth.

A portfolio, built in public.

See all work
Live

DVNC Dev

AI engineering for US companies: customer-service, voice, and sales agents you own, taken from demo to production.

Live

DVNC.ae

The managed digital department for UAE businesses: web, AI, and operations under one roof, compliance-fluent and AED-priced.

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DVNC Agency

AI-powered design and build studio: brand, pitch decks, product design, landing pages, and MVPs at a fixed price.

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DVNC Studio

Campaign-grade creative: ad, UGC, film, and brand work built with AI, directed by humans, fully owned by you.

Live

imperfeQt

Every top AI model and a team of specialized agents in one subscription, billed at the raw provider cost.

From the ventures

Every venture publishes.

Same engine, four domains

01

DVNC Dev

Engineering writing on agents, Claude Code, and taking AI from demo to production.

dvnc.devAI engineering · United StatesRead the blog
02

DVNC.ae

The managed digital department for UAE businesses: web, AI, and operations under one roof.

dvnc.aeDigital operations · UAERead the blog
03

DVNC Agency

Design and build at a fixed price: brand systems, pitch decks, product design, and MVPs.

dvnc.agencyDesign & build · InternationalRead the blog
04

DVNC Studio

Campaign-grade creative built with AI, directed by humans, rights-cleared and owned.

dvnc.studioCreative production · United StatesRead the blog
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