$FOR_SENIOR_ENGINEERS  750+ ENGINEERS  LEVELING_UP _

BECOME 10X MORE VALUABLEIN THE POST-AI ERA.

Algoroq is a platform and an academy for senior engineers. Other platforms stop at the interview — Algoroq is built for what happens after you get the job: architecting AI-native systems that scale.

Free forever · no card · $15/mo for Architect  — or explore the Academy →

1,183

RESOURCES

288

SYSTEM_DESIGNS

500+

INTERVIEW_QS

6

AI_TOOLS

// offers received by our engineers

Engineers here receive offers from

logologologologologologologologologologologologo

// THE_PRODUCTS

Two ways in. Pick your pace.

Subscribe to the Platform for continuous learning, or master system design once in the Academy cohort.

Subscription

Platform

The platform that grows every month.

Free · Pro $9/mo · Architect $15/mo

  • Every Excalidraw board — one per YouTube video
  • Advanced written tutorials & structured learning journeys
  • AI architecture review, tech-debt scorer & more on Architect
  • New videos join your membership automatically
Explore the platform →
BEST VALUE · LIFETIME

One-time

Academy

Master system design in the cohort.

$799$1,200one-time

  • Advanced System Design Cohort — lifetime access
  • 15+ deep-dive sessions, case studies & exercises
  • 3 years of Architect platform access included — a $540 value

Prefer to learn live with Akhil? The Live Cohort is available by application.

$SOCIAL_SIGNAL

What engineers are saying

// real feedback · unprompted · from cohort engineers

RM

Rohan Mehta

Staff Engineer · AWS

in3w

Got a 40% raise within 4 months of completing Algoroq. I keep running the ROI math and it gets more embarrassing every time.

312verified
VS

Vikram Singh

Engineering Lead · Stripe

in1mo

Algoroq taught me to think like the engineer who writes the interview questions — not the one trying to answer them. Completely different level.

891verified
PK

Priya Kapoor

Software Architect · Microsoft

𝕏2w

The LLM infrastructure module alone is worth the full price. I've been building AI systems for 2 years and still learned things I didn't know I didn't know.

4.2kverified
JO

James Okoye

Platform Engineer · Shopify

in2mo

Failed staff engineer interviews at two companies. Took Algoroq. Passed at Netflix within 90 days. The difference was actually understanding systems at scale.

1.2kverified
SC

Sarah Chen

Engineering Manager · Grab

𝕏3w

Algoroq doesn't teach system design. It teaches you to think like the architect who already solved the problem. Different skill. Different outcome.

5.6kverified
RM

Rohan Mehta

Staff Engineer · AWS

in3w

Got a 40% raise within 4 months of completing Algoroq. I keep running the ROI math and it gets more embarrassing every time.

312verified
VS

Vikram Singh

Engineering Lead · Stripe

in1mo

Algoroq taught me to think like the engineer who writes the interview questions — not the one trying to answer them. Completely different level.

891verified
PK

Priya Kapoor

Software Architect · Microsoft

𝕏2w

The LLM infrastructure module alone is worth the full price. I've been building AI systems for 2 years and still learned things I didn't know I didn't know.

4.2kverified
JO

James Okoye

Platform Engineer · Shopify

in2mo

Failed staff engineer interviews at two companies. Took Algoroq. Passed at Netflix within 90 days. The difference was actually understanding systems at scale.

1.2kverified
SC

Sarah Chen

Engineering Manager · Grab

𝕏3w

Algoroq doesn't teach system design. It teaches you to think like the architect who already solved the problem. Different skill. Different outcome.

5.6kverified
AV

Arjun Verma

Principal Engineer · Razorpay

in1mo

Week 12 vs Week 1 Arjun are barely the same engineer. Biggest single-sprint growth in 8 years of my career. Bar none.

445verified
NJ

Neha Joshi

Cloud Architect · Adobe

𝕏6w

Job-hopped at 1.8x salary 3 months post-Algoroq. It didn't just upskill me — it completely repositioned how I describe my value to companies.

2.1kverified
MW

Marcus Williams

Senior Backend Eng · DoorDash

in2w

Your value as a senior engineer isn't coding faster than AI. It's knowing when the AI is wrong. Algoroq is where I finally built that judgment.

736verified
TN

Tom Novak

Cloud Architect · Goldman Sachs

in3w

Not another system design course. The depth on distributed consensus, LLM infra, and real trade-off thinking is unlike anything else available.

288verified
DN

Devika Nair

SDE-3 · Swiggy

𝕏5w

I understood CAP theorem before Algoroq. This cohort showed me what to actually do when you can't have all three at production scale. Big difference.

1.8kverified
AV

Arjun Verma

Principal Engineer · Razorpay

in1mo

Week 12 vs Week 1 Arjun are barely the same engineer. Biggest single-sprint growth in 8 years of my career. Bar none.

445verified
NJ

Neha Joshi

Cloud Architect · Adobe

𝕏6w

Job-hopped at 1.8x salary 3 months post-Algoroq. It didn't just upskill me — it completely repositioned how I describe my value to companies.

2.1kverified
MW

Marcus Williams

Senior Backend Eng · DoorDash

in2w

Your value as a senior engineer isn't coding faster than AI. It's knowing when the AI is wrong. Algoroq is where I finally built that judgment.

736verified
TN

Tom Novak

Cloud Architect · Goldman Sachs

in3w

Not another system design course. The depth on distributed consensus, LLM infra, and real trade-off thinking is unlike anything else available.

288verified
DN

Devika Nair

SDE-3 · Swiggy

𝕏5w

I understood CAP theorem before Algoroq. This cohort showed me what to actually do when you can't have all three at production scale. Big difference.

1.8kverified
CM

Carlos Mendoza

Cloud Engineer · Capital One

in2mo

The security + compliance angle in the AI architecture module was exactly what I needed as a finance-sector engineer. No other cohort goes near this.

567verified
HY

Haruto Yamada

Backend Engineer · LINE

𝕏7w

What surprised me most: how interconnected everything is. LLMs, caching, queues, observability — Algoroq shows you the whole system, not fragments.

943verified
AP

Aisha Patel

Staff SWE · Coinbase

in4w

I almost didn't join because I thought I knew enough already. That was naive. This cohort exposed 5 years of blind spots in a single quarter.

3.2kverified
BT

Ben Thompson

Platform Architect · Atlassian

in3w

By week 4 I was making architecture decisions that would have taken me weeks to reason through before. The structured pressure is the whole point.

412verified
RS

Rahul Sharma

Engineering Lead · CRED

𝕏1mo

Every senior engineer thinks they understand distributed systems. Algoroq shows you what you actually understand vs what you just think you do. Humbling.

2.8kverified
CM

Carlos Mendoza

Cloud Engineer · Capital One

in2mo

The security + compliance angle in the AI architecture module was exactly what I needed as a finance-sector engineer. No other cohort goes near this.

567verified
HY

Haruto Yamada

Backend Engineer · LINE

𝕏7w

What surprised me most: how interconnected everything is. LLMs, caching, queues, observability — Algoroq shows you the whole system, not fragments.

943verified
AP

Aisha Patel

Staff SWE · Coinbase

in4w

I almost didn't join because I thought I knew enough already. That was naive. This cohort exposed 5 years of blind spots in a single quarter.

3.2kverified
BT

Ben Thompson

Platform Architect · Atlassian

in3w

By week 4 I was making architecture decisions that would have taken me weeks to reason through before. The structured pressure is the whole point.

412verified
RS

Rahul Sharma

Engineering Lead · CRED

𝕏1mo

Every senior engineer thinks they understand distributed systems. Algoroq shows you what you actually understand vs what you just think you do. Humbling.

2.8kverified

// THE_CHOICE

This is your moment, Mr. Anderson.

"You take the blue pill — the story ends. You take the red pill — you stay in Wonderland, and I show you how deep the rabbit hole goes."

Blue pill
//
Red pill

You take the blue pill

The story ends here.

  • Junior engineers + AI close the gap — fast
  • Your value is measured in code output — a commodity
  • You stay comfortable… until you're not
  • Salary growth stagnates as your leverage shrinks
  • You spend time catching up, not setting direction
  • In 3 years, you're explaining yourself to someone younger

You take the red pill

See how deep the rabbit hole goes.

  • You architect the systems AI builds on top of
  • You evaluate AI output — and know exactly when it's wrong
  • Your judgment is the layer no model can replicate
  • Senior engineers with AI systems knowledge command 1.5–2x salaries
  • Companies compete for engineers who think at this level
  • Your leverage compounds as AI commoditizes everything below you
TAKE_THE_RED_PILL → START_FREE

Free forever · no card · upgrade to Architect for $15/mo when you're readyPrefer a guided cohort? Explore the Academy →

// PATH 1 · THE PLATFORM · MONTHLY SUBSCRIPTION

Everything you need to become an architect — growing every month.

One subscription for the full knowledge base, hands-on labs, real case studies, and the AI toolkit senior engineers use at work — with a dashboard that turns your progress into proof you're getting better. Start free, or unlock everything with Architect for $15/mo.

algoroq.io/dashboard

// YOUR DASHBOARD

Welcome back, Neo.

Architect

12🔥

DAY STREAK

6.5h

THIS WEEK

34

CHAPTERS

2/3

PATHS

Mastery Map

DesignScaleDataDistribReliabAPIsAI

Interview-ready

68/ 100

Almost there

Continue learning

Sharding & Partitioning

Resume →

This week

6.5h

Activity · 18-wk streak

Your real dashboard — mastery map, interview-readiness, streaks & progress.

// WHAT'S INSIDE

Learning Paths

Three structured journeys

Free → Pro
01

Introduction to System Design

Foundations — computing, networking, databases, the primitives

02

Intermediate System Design

Caching, queues, sharding, consistency & the interview trade-offs

03

Advanced System Design

Consensus, LLM infra, multi-region, AI-native architecture

Specialization Tracks

Go deep where it matters

Architect
AI-Native Architecture
LLM Ops
Data Engineering
Databases from the Inside
Distributed Systems
SRE / Reliability
Cloud Ops
API & Integration Design

8 architect-level tracks — rolling out through 2026

Case Studies

How Netflix, Uber & Stripe are actually built — interview-style deep-dives with diagrams.

Labs

Do the design, don't just read it. Rubric-graded challenges with instant trade-off feedback.

Review

Five-minute daily spaced-repetition on the concepts & numbers every engineer should know.

Resources

1,183 reference pages — 288 system-design breakdowns, concepts, interview questions & guides.

Architect · AI Toolkit

The AI tools senior engineers use at work

AI pair design assessment, architecture review, schema & API reviewers, a tech-debt scorer — all running on your own Anthropic key. Zero markup, you stay in control of cost.

See Architect →

// TWO PATHS, ONE OUTCOME

That's Path 1 — the Platform: an ever-growing library and AI toolkit, from $0/mo. Prefer a single, structured program you master once and keep for life?

Then there's Path 2 — the Academy. ↓

// PATH 2 · THE ACADEMY · ONE-TIME PROGRAM

One program. Mastered once. Yours for life.

The Academy is a separate, one-time program — the Advanced System Design Cohort. A complete, guided curriculum you finish once and keep forever, with years of Architect platform access included.

algoroq.io/academy

// ACADEMY · SYSTEM DESIGN COHORT

Advanced System Design Cohort

42% complete

Akhil teaching consistent hashing Taught by Akhil
▶   8:52 / 23:151.25×   ⚙   ⛶

Module 8 · Scaling

Consistent hashing, end to end
OverviewTranscriptResourcesQ&A

We build consistent hashing from first principles — why naive modulo hashing falls apart the moment you add or remove a node, how the hash ring fixes it, and how virtual nodes keep load even across the cluster. Then we trace exactly how Dynamo and Cassandra put it to work in production.

Key takeaways

Naive modulo hashing remaps almost every key when a node joins or leaves
A hash ring only remaps the keys between two adjacent nodes
Virtual nodes smooth out hot spots and uneven load
It's the trick behind Dynamo, Cassandra, and every CDN you've used
📐 Excalidraw board📄 Slides (PDF)‹/› Code sample

Course content · 15 lessons

Foundations

How the internet delivers a request12:04
Back-of-envelope estimation16:41
Databases: ACID, indexing, MVCC24:18

Scaling

Consistent hashing, end to end23:15
Caching layers & the hot-key problem19:52
Sharding & partitioning strategies22:07
Load balancing & rate limiting17:38

Distributed Systems

Consensus: Raft & Paxos31:20
Sagas, CQRS & event sourcing27:44
Exactly-once & idempotency18:30
CAP, PACELC & consistency models21:09

AI-Native Architecture

LLM serving & inference infra26:12
RAG pipelines & vector search29:47
Agent orchestration at scale24:55

Putting it together

Capstone: design a full system38:02

The cohort experience — deep-dive video lessons, organized start to finish, yours for life.

12

WEEKS

15+

DEEP_DIVE_SESSIONS

LIFETIME_ACCESS

3-5YR

ARCHITECT_INCLUDED

Platform

Monthly subscription

An ever-growing library + AI toolkit
Broad — new content every month
You track your own progress
$9 Pro · $15 Architect / month

↑ You just saw this above

You're here

Academy

One-time program · lifetime

One deep, structured program
Focused — complete mastery, start to finish
A guided path with a clear finish line
$799 recorded · $2,400 live cohort

Includes 3–5 years of Architect platform

// THE ACADEMY IS FOR YOU IF

You want structure and a finish line, not a library to self-navigate
You'd rather master system design once, thoroughly — and keep it for life
You value a guided curriculum built and taught by a senior architect
Request a callback about the cohort →

We'll talk through your goals before you enrol — no pressure. Here's exactly what the program covers ↓

Intense 12-Week Transformation Program

The complete senior engineer transformation.

3-hour masterclasses, coursework, assignments, and deep reading material — each week dedicated to a single topic. Built for 2025 and beyond.

Problem SolvingDistributed SystemsAI-Native ArchitectureLLM InfrastructureDecentralized SystemsAI Security

// CURRICULUM_MATRIX

WEEK_01

Problem Solving & Breaking Down Complex Systems

  • >MOSCOW framework for requirement prioritization
  • >Estimation techniques — users, load, storage, bandwidth
  • >Breaking ambiguous problems into bounded sub-systems
  • >Trade-off thinking: CAP theorem, consistency vs availability
WEEK_02

7 Fundamental Systems Every Senior Engineer Must Know

  • >URL Shortener, SaaS Platform, News Feed, Ecommerce
  • >File Transfer Systems, Payment Gateways, Messaging
  • >Component pattern recognition across all 7 systems
  • >From first principles to production-grade design
WEEK_03

AI-Native Architecture

  • >AI routers, vector DBs, RAG pipelines at production scale
  • >Memory systems — short-term, long-term, episodic
  • >MCP (Model Context Protocol) deep dive
  • >Agents, tool calling, and agentic orchestration patterns
WEEK_04

Supercharged Building with AI

  • >Prompt chaining and multi-step skill composition for production AI workflows
  • >Token budget modeling — cost vs quality trade-offs at production scale
  • >Agentic team workflows: spec-to-PR pipelines and review automation
  • >Expert-level AI-augmented development: context engineering, not prompt hacking
WEEK_05

Breaking Down Claude Code & Codex

  • >Context window architecture and code injection strategies for large repos
  • >Semantic chunking, AST-based splitting, and call graph construction
  • >Dependency analysis, execution traces, and code intelligence systems
  • >Shipping production systems with agentic IDEs — from spec to deployment
WEEK_06

OpenAI & Anthropic System Design

  • >Planet-scale LLM API infrastructure design
  • >GPU scheduling, model routing, rate limiting at scale
  • >Model caching, prompt deduplication, billing infrastructure
  • >Handling millions of concurrent inference requests
WEEK_07

Hugging Face / Together AI / Replicate System Design

  • >Open-source LLM hosting infrastructure design
  • >Inference at massive scale — cold starts, batching, preemption
  • >Multi-model serving and dynamic routing strategies
  • >Cost optimization for open-source inference workloads
WEEK_08

Distributed Systems — Build Real Systems

  • >Build a distributed logger (Datadog / Splunk architecture)
  • >Build a distributed file storage system (S3, HDFS, Ceph)
  • >Raft, Paxos, erasure coding, consistent hashing
  • >Indexing deep dive — B-trees, LSM trees, SSTables
WEEK_09

Advanced Decentralized Systems

  • >Kademlia DHT, Relay Nodes, Gossip protocols
  • >Swarm storage and peer-to-peer coordination
  • >Libp2p, IPFS, decentralized coordination primitives
  • >Building intuition for the systems of tomorrow
WEEK_10

Security for Senior Engineers

  • >Cloud security, network and app-level hardening
  • >Compliance in practice: SOC2, GDPR, ISO 27001
  • >SAST/DAST tooling, supply chain security
  • >Basic pentesting every senior engineer should know
WEEK_11

Making Sure Your AI is Safe

  • >Prompt injection, jailbreaking, data poisoning attacks
  • >Unauthorized tool calling and memory poisoning
  • >Full attack taxonomy and systematic defense patterns
  • >Security-first AI architecture from day one
WEEK_12

AI Agents, Swarms & Orchestration System Design

  • >CrewAI, AutoGen, ADK — deep architecture dive
  • >DAGs, agentic collaboration, memory and tool sharing
  • >Context compression, re-usage, and state management
  • >Designing the orchestration systems of 2025–2030

// WHO_IS_THIS_FOR

>_

Senior Engineers (5+ years)

You build features daily but want to think at the architecture level. This track gives you the mental models to design systems, not just implement them.

##

Tech Leads & Staff Engineers

You're expected to make system-level decisions. This track sharpens your ability to evaluate trade-offs and communicate architecture choices.

{}

Interview Candidates

System design interviews are your bottleneck. This track doesn't teach you to memorize — it teaches you to think like the interviewer.

// WEEKLY_SCHEDULE

Every Tuesday

Assignment Evaluation

8:30 PM IST | 8 AM PST

Every Thursday

AMA Sessions

8:30 PM IST | 8 AM PST

Every Saturday

Live Classes

8:30 PM IST | 8 AM PST

The window is open — not for long

The Live Cohort runs only a few times a year.

Small groups, limited seats. Join the waitlist and we'll tell you the moment the next one opens — waitlist members get first access.

Join the waitlist →
$COACH_SPOTLIGHT

Your Instructor

// the engineer behind the program

Akhil Sharma
ONLINE
// profile.load()
Akhil Sharma
LinkedIn Top Educator  ·  Founder @ Armur AI (VC Backed)
"

What took me 65K hours of tech experience, I'll teach you in 12 weeks.

"
// FAQ

Frequently asked questions

> hello@algoroq.io

$What's the difference between the Platform and the Academy?

The Platform is a monthly subscription (Free, Pro $9/mo, Architect $15/mo) for continuous, self-paced learning — a knowledge base, boards, teardowns, and AI tools that grow every month. The Academy is a separate, one-time program: a guided System Design Cohort with lifetime access. They're two independent products; most people start on the Platform.

$What do I get for free?

Create a free account (no card) and you can read the core system-design tutorials, the real-company system-design teardowns, engineering concepts, and a curated set of interview questions. It's a genuine free tier, not a trial.

$What's the jump from Pro to Architect?

Pro ($9/mo) unlocks the full core library — every learning journey, board, premium lesson, case study, and the 500+ interview-question bank. Architect ($15/mo) adds the Advanced system-design path, the specialization tracks, Labs, the pillar deep-dive guides, and the full AI toolkit senior engineers use at work.

$Can I cancel anytime?

Yes. The Platform is a monthly (or annual) subscription with no lock-in — cancel in a couple of clicks from your account and keep access until the end of the period you've paid for. The free plan is free forever.

$Who exactly is this for?

Senior engineers with 3+ years of production experience who want to think at the architecture level — distributed systems, AI-native architecture, LLM infrastructure, and security. If you already write production code and want to design the systems, you're in the right place.

$Will this help me crack FAANG/senior interviews?

Yes — but as a side effect, not the goal. The material sharpens the exact thinking those interviews test for: real-world trade-offs, constraints, and design under pressure. You won't just pass interviews — you'll understand the questions at a fundamentally deeper level.

$Do I need to know AI or machine learning?

No ML background required. We teach you to design and architect AI-native systems — not train models. You need solid engineering fundamentals (3+ years) and curiosity about how the AI systems you use every day are actually built.

$What is the Academy cohort, and is it worth it?

The Academy is an optional, one-time deep program — the Advanced System Design Cohort — with lifetime access to recordings and curriculum, plus years of Architect platform access included. It's the guided, finish-line path for people who'd rather master it once, thoroughly. Most people don't need it to get value from the Platform.

// THE ACADEMY · BY THE NUMBERS

Built for senior engineers. Capped at 20.

Most cohort programs dilute when they scale. We don't. Twenty seats, twelve weeks, one engineer (Akhil) — the math forces depth.

5+ yrs

experience required

Senior, staff & tech-lead engineers only.

20

seats per cohort

Capped for direct instructor access.

36h

live instruction

12 weeks of weekly sessions + async Q&A.

L5+

curriculum target

Patterns expected at FAANG senior / staff interviews.

$SIGNAL_LOG

Alumni from Cohort 001 & 002

"The way Algoroq connects real-world architecture patterns with deep technical reasoning is unmatched. It gave me clarity and confidence that no other course ever did."

Amritanshu Mishra

Amritanshu Mishra

Senior Backend Engineer

"I've done system design interviews before — but Algoroq taught me how to actually design systems at scale. This is what engineering leadership looks like in practice."

Naren Kalekar

Naren Kalekar

Principal Engineer

"Every module in Algoroq made me rethink how I approach design reviews. It's not theoretical — it's battle-tested thinking you can use immediately at work."

Suresh Alex

Suresh Alex

Software Architect

"I thought I understood distributed systems — until Algoroq showed me where the real gaps were. It's the most practical deep-dive I've done so far."

Chinmay Kulkarni

Chinmay Kulkarni

Engineering Manager

"I was looking for something that could help my team level up in architecture, and Algoroq delivered. It goes beyond just system design — it builds your product thinking, your technical judgment, and your ability to lead high-stakes engineering discussions."

Peter Blay

Peter Blay

Cloud Infrastructure Engineer

"What I loved about Algoroq is how grounded it is in reality. From consistency models to traffic estimation, this cohort gave me frameworks I now use weekly. Highly recommended."

Aditya Narayan

Aditya Narayan

Senior Cloud Architect

"I joined Algoroq to prep for interviews but ended up learning how to actually architect robust systems. This cohort raised my bar for engineering thinking."

Akshay Nagargoje

Akshay Nagargoje

SDE-3

"No fluff. No filler. Algoroq gave me the clearest mental models I've seen — from queues to load balancers to observability. It's now part of how I think."

Supriya Shinde

Supriya Shinde

Cloud Solutions Architect

"Most courses feel like slides. Algoroq feels like the real thing. You learn how to build things that won't break when your user base 10x's."

Chandra Prakash

Chandra Prakash

Chief Technology Officer

"There's before Algoroq and after. I now approach architecture with structure, intent, and speed — and that's changed the way I work."

Nishant Singh

Nishant Singh

Blockchain Architect

"Algoroq fills the massive gap between writing code and building systems that survive real-world scale. It's easily the most impactful cohort I've done."

Sumeet Joshi

Sumeet Joshi

Staff Engineer

The senior engineer the post-AI world cannot replace

Start free →

Free forever · no card · become an Architect for $15/mo · cancel anytime
Want the guided cohort instead? Explore the Academy →

PLATFORM · from $0 · $15/mo Architect

or the Academy — $799 lifetime →
Join →