Edmund

Goal to become a 10x dev. Navigating complexities in today’s LLM driven software environment.

[Rahul @sairahul1]

https://t.co/uRsQBBhTcH

[Mr. Buzzoni @polydao]

> do you understand what just happened to the job market
> one person + 67 Claude Skills
> does the work of an entire dev team
> $20/month vs $200K/year in salaries
> the Google engineer who automated 80% of his job?
> this is the exact skill list he used
> bookmark this. seriously. right now. 👇

[blue @bluewmist]

Ten lazy years can disappear the moment you lock in. Six months of discipline can erase a decade of drifting. Momentum is magic. It turns yesterday's failures into tomorrow's fuel.

[Ben Dicken @BenjDicken]

Every engineer should read this.

The principles for building reliable software systems have been around for a long time. Max outlines them beautifully.

Here's to getting that 99.99% on your status page.

https://t.co/HFDcriLodl

[Suryansh Tiwari @Suryanshti777]

Claude Code feels completely different once you install this.

Anthropic quietly released an official plugin called claude-code-setup and it basically turns Claude Code from “pretty good” into an actual AI dev environment.

It scans your project and recommends:

→ hooks
→ skills
→ MCP servers
→ subagents
→ automations

Then sets everything up step-by-step for you.

Most people are using Claude Code completely vanilla…

which is why their experience feels messy.

The real power comes from the ecosystem around it.

Install:

/plugin install claude-code-setup@claude-plugins-official

Bookmark this before you forget it.

[Addy Osmani @addyosmani]

https://t.co/jKCIAEzai7

[David Fowler @davidfowl]

https://t.co/Y4ALRmrJCN

[Abhishek Singh @0xlelouch_]

As a Senior Backend Engineer trying to move towards Staff, I can tell you one thing clearly:

At Senior level, knowing system design fundamentals is not enough anymore.

You are expected to design a good system.

At Staff level, you are expected to design the right system for the business, explain the tradeoffs, influence multiple teams, reduce long term operational pain, and make sure the system does not collapse when traffic, teams, and complexity grow.

So if you are already good at system design but still feel stuck at Senior, spend the next 3-6 months building these Staff Engineer muscles.

Architecture & Technical Strategy
↬ System boundaries
↬ Platform thinking
↬ Build vs buy decisions
↬ Monolith decomposition
↬ Multi-region architecture
↬ Migration strategies
↬ Backward compatibility
↬ API contracts
↬ Long-term maintainability
↬ Reducing operational complexity
↬ Designing for org structure
↬ Architecture decision records
↬ Technical roadmap planning
↬ Removing accidental complexity
↬ Identifying single points of failure
↬ Choosing boring technology
↬ Knowing when not to build
↬ Designing systems that teams can own

Scalability & Distributed Systems
↬ Caching strategy
↬ Queueing strategy
↬ Partitioning
↬ Sharding
↬ Replication
↬ Leader election
↬ Rate limiting
↬ Load shedding
↬ Backpressure
↬ Fan-out/Fan-in
↬ Idempotency
↬ Retry storms
↬ Consistency models
↬ Eventual consistency
↬ Distributed transactions
↬ Data locality
↬ Hot partitions
↬ Graceful degradation
↬ Capacity planning
↬ Failure mode analysis

Databases & Data Architecture
↬ Data modeling
↬ Indexing strategy
↬ Query patterns
↬ Read/write scaling
↬ OLTP vs OLAP
↬ CDC
↬ WAL
↬ Transaction isolation
↬ Schema evolution
↬ Data retention
↬ Backup and restore
↬ Archival strategy
↬ Hot/cold storage
↬ Multi-tenant data design
↬ Event sourcing
↬ CQRS
↬ Denormalization tradeoffs
↬ Data correctness
↬ Reprocessing pipelines
↬ Analytics vs product database separation

Reliability & Operations
↬ SLO/SLI/SLA
↬ Error budgets
↬ Alert quality
↬ Incident response
↬ Postmortems
↬ Runbooks
↬ On-call pain reduction
↬ Canary deployments
↬ Rollbacks
↬ Feature flags
↬ Disaster recovery
↬ Load testing
↬ Chaos testing
↬ Health checks
↬ Circuit breakers
↬ Distributed tracing
↬ Metrics design
↬ Log quality
↬ Dependency failure handling
↬ Designing for recovery, not perfection

Execution & Influence
↬ Writing design docs
↬ Getting alignment
↬ Mentoring seniors
↬ Reviewing architecture
↬ Asking better questions
↬ Challenging vague requirements
↬ Explaining tradeoffs simply
↬ Driving cross-team projects
↬ Creating technical standards
↬ Reducing duplicate systems
↬ Unblocking other teams
↬ Making hidden risks visible
↬ Communicating with product
↬ Saying no with reasoning
↬ Turning ambiguity into execution
↬ Making other engineers more effective

The Senior to Staff jump is not just about “I can build complex systems.”

It is:
“I can help the org make better technical decisions, avoid expensive mistakes, and create systems that other engineers can safely build on top of.”

That is the mindset shift imo.

[Abhishek Singh @0xlelouch_]

I have a friend who wanted to become a senior engineer very early in his career.

Just because he wanted the title badly. And he was tired of feeling average.

He used to say one thing again and again:

“I do not want to spend 8 years just writing tickets and then realize I never actually became a strong engineer.”

So he created urgency.

After office, he used to stay and pick one production system and go deep into it.

How does the API handle retries?
Why is this database query slow?
What happens if this service goes down?
How do logs, metrics and traces actually help during an incident?

He was not trying to look busy.

He was trying to understand the system like an owner.

Most people around him were waiting.

Waiting for a better project.
Waiting for a mentor.
Waiting for promotion cycle.
Waiting for someone to teach them distributed systems.

He did the opposite.

He started taking small ugly problems that mattered - seriously.

One day he fixed a memory leak.

Another day he improved an API latency.

Another day he wrote a proper postmortem after an incident.

Another day he redesigned a retry flow so customers would not get duplicate orders.

At that time, nobody clapped.

No viral LinkedIn post.

No big title.

No special attention.

But his brain slowly started believing:

“Maybe I can actually become that engineer.”

That is what urgency does.

It makes your dream feel like a real project, not some fantasy you keep postponing.

Today he is a Staff Engineer at a very good product based company.

And honestly, it did not happen because he was some 10x genius.

It happened because he started behaving like a senior engineer before anyone gave him the title.

Most engineers want seniority.

Very few create urgency.
Urgency compounds.

One extra debug session.
One extra design doc.
One extra deep dive into Kafka, Postgres, caching, observability, deployments.

Do this for 2-3 years and suddenly people start saying:

“Bro became lucky.”

No bro.

He just stopped waiting for tomorrow.

[Garry Tan @garrytan]

https://t.co/bqYU0I0prI

[Addy Osmani @addyosmani]

https://t.co/FSx0reCCLH

[Noisy @noisyb0y1]

https://t.co/L5nfhxin3p

[shmidt @shmidtqq]

https://t.co/aPlR3yrMs8

[Ruben Hassid @rubenhassid]

https://t.co/vKHc9yM6kB

[Linus @Ecom_Linus]

https://t.co/QX797aBtw9

[Kartik @code_kartik]

https://t.co/HZcci755lZ

[Avid @Av1dlive]

Andrej Karpathy : 10x engineers are normal. real agentic engineers are 100x

this guy just shipped the playbook to become 100x

context engineering. tool design. orchestrator-subagent. evals. the harness mindset.

watch & bookmark it for this weekend

[Rohit @rohit4verse]

https://t.co/8j0qNyJCYF

[Tim Denning @Tim_Denning]

https://t.co/aYw4vLnAoh

[Garry Tan @garrytan]

https://t.co/3E2XKw18IW