Principal Engineer · 16+ years
Helping engineers take LLM and agent systems from demo to production.
Architecture, evaluations, observability, failure handling, cost and latency: the parts a demo never has to answer for.
See everything I teach on Maven ↗
Production-Ready Systems with LLMs and Agents
A live Maven cohort for engineers: eight 90-minute sessions where you build LLM and agent systems that survive real traffic, real cost and real failure.
Cohort 2 is running now. Join the waitlist for the next cohort.
Join the waitlist ↗Also on Maven, waitlist open: From Senior to Staff: Master the Architecture Skills That Get You Promoted ↗
What engineers say
29+ engineers and colleagues, sharing what changed after we worked together.
“Ehsan gave me really clear and practical advice on my resume and career direction. His feedback helped me focus on what actually matters to recruiters and improve how I present my skills. Super helpful and easy to talk to !!”
“I've been working with Ehsan in Netbarg. He has always proved to be a results-oriented teammate who has great technical skills. I would like to recommend Ehsan as a key co-worker to whom to trust any critical work.”
“The session was amazing and so informative covering a lot of topics like reviewing linked profile, CV and GitHub profile. Thank you so much for your time, Gaz.”
More ways to learn
- Self-paced coursesFive self-paced courses, $99 to $299, from clean code and system design to LLM and agent systems.Browse courses →
- 1:1 mentorshipCareer, system-design judgment, and the path from senior to staff and principal.See programs →
- Writing & podcastHundreds of deep-dives on architecture, plus the Breakpoint podcast.Read the latest →
- Persian coursesThe Farsi side of the site: eight video courses on JavaScript, React, Node and code quality, plus writing in Persian.Open the Persian site →
Read what your agents did. Keep your hands in the code.
Marlin
An open-source terminal for running coding agents. See what each one changed, read the diff, then stage and commit without leaving it. No account, no telemetry.
See Marlin →Coding
One TypeScript problem, written from memory against hidden tests, on a schedule that brings it back just before you would have forgotten it. No account needed to try one.
Latest writing
Your 2027 AI Plan Should Fit on One Page: Six Questions to Answer First
Most AI roadmaps are a list of projects nobody can decide on. A plan worth funding answers six linked questions on one page.
The AI System Works. So Why Is Nobody Using It?
Your AI tool passed every test, yet people still work the old way. Adoption is a change in behaviour, and it has to be led like one.
If AI Had Existed When Your Workflow Was Designed, Would It Look Like This?
Your team added AI to one step and the work arrives no sooner. The workflow itself is built on old constraints, and that is what needs redesigning.
AI Transformation Is Not Digital Transformation With a New Tool
Your AI plan looks like your last digital programme: a tool, a rollout, a go-live date. What carries over, what breaks, and what to run instead.
Your AI Pilot Saved Time. Why Didn't the Business Change?
Your AI pilot made one step faster, but the results did not move. The cause is usually the slowest step, and what you did with the time.
A Chatbot Answers. An Agent Does the Work. Here Is the Difference
Vendors call everything an agent. Here is what each step from chatbot to agent adds, and how much supervision each one needs from you.
Popular this week
What other engineers have been reading in the last seven days.
Lefthook vs Husky: Why I Switched and Never Looked Back
Lefthook replaces Husky and lint-staged with a single Go binary, parallel hook execution, and built-in file filtering. Here is why I switched and kept going.
oxlint vs ESLint: Why I Replaced ESLint with oxlint
Replaced ESLint with oxlint in a React TypeScript project and cut lint time from 12 seconds to under one. What I traded away and whether it was worth it.
Monorepo Tools Compared: NX, Turborepo, Bazel, and Rush
Compare the leading monorepo tools: NX, Turborepo, Bazel, Rush, and PNPM workspaces. Choose the right fit for your team size, stack, and build needs.
Situational Awareness: The Decade Ahead to AGI by Leopold Aschenbrenner
A short, simple review of Leopold Aschenbrenner essay. He says AI will reach human-level smarts around 2027. Here is what he gets right, what he gets wrong, and what it means for you.
How to Stop Users to download the videos on your site
A friend asked me how to prevent users from downloading videos off his site. I gave him the honest answer first.
How Senior Engineers Approach Code Review
Where to start
The deep dives I'd point a senior engineer at first, grouped by topic.
SQL, from SELECT to subqueries
Worked SQLZoo solutions, joins, aggregates, GROUP BY vs HAVING, and subqueries — the queries interviewers actually ask.
9 deep dives · Start reading →
Database performance & scaling
Indexes, query optimisation, sharding, replication and normalization — how to make a database fast and keep it fast.
8 deep dives · Start reading →Modern TypeScript tooling
Why oxlint replaced ESLint, pnpm vs npm, Lefthook vs Husky, and the Rust/Go shift in the frontend toolchain.
6 deep dives · Start reading →
Data structures in TypeScript
Arrays, linked lists, stacks, queues, trees, tries, graphs, heaps and hash tables — implemented and explained in TypeScript.
12 deep dives · Start reading →
Sorting & searching algorithms
Insertion, selection, merge and quick sort, plus binary and substring search — the classic algorithms, step by step.
6 deep dives · Start reading →
Design systems in practice
What a design system really is (per Atlassian), how Dropbox and Netflix build theirs, and how to roll out an internal UI component library.
6 deep dives · Start reading →
Scaling & system architecture
Horizontal vs vertical scaling, capacity estimation, resilience patterns and the architecture principles behind systems that grow.
6 deep dives · Start reading →
X vs Y: engineering trade-offs
Head-to-head breakdowns — oxlint vs ESLint, REST vs GraphQL, SQL vs NoSQL, Svelte/Preact vs React — with the trade-offs that decide it.
12 deep dives · Start reading →