DevLazar
Sheet 1 of 4 · General arrangement · Niš, Serbia

Software built to survive its own launch.

I'm Lazar. Six years of backend and product engineering for banks, hospitals and insurers, now a one-man shop in Niš that takes a few commissions at a time.

NestJS · Next.js · PostgreSQLLLM integration into existing systemsAWS · Hetzner · TerraformClients abroad · CET
Fig. 1 · A system that survives its launch
Scale 1:1 · ISO 30° · Hover or tap to explode
06 · INFRAAWS OR HETZNER · TERRAFORM · DOCKER05 · DATAPOSTGRESQL · REDIS04 · QUEUEBULLMQ · RETRIES · DEAD LETTERS03 · AILLM GATEWAY · EMBEDDINGS · EVALSADDED TO THE EXISTING SYSTEM · NO REBUILD02 · APINESTJS · AUTH · RATE LIMITS01 · CLIENTNEXT.JS · REACT · TYPESCRIPT6 LAYERS · EACH ONE STANDS ON ITS OWNNOTE 1 · ISOLATED LAYERS · HOLDS UNDER LOAD, RECOVERS ON ITS OWN
Project
lazarstankovic.dev
Drawn by
L. Stanković
Company
DevLazar
Availability
Open
Latest note
The Layoff Everyone Blamed on AI, Where the Company Said AI Wasn't the Reason
Sheet 2 of 4 · Lab notes

Essays, tutorials, and the weekly Wire.

Note 032
The Wire · AI · Jul 07 · 9 min
The Layoff Everyone Blamed on AI, Where the Company Said AI Wasn't the Reason

Microsoft cut 4,800 roles and went out of its way to say AI didn't do it. The gap between what companies claim and what economists see is now the actual story, and this week produced unusually clean evidence for both sides.

Read →
Note 031
The Wire · Infra · Jul 06 · 4 min
The Constraint Is Electrons, Not Chips

A former Bitcoin miner just signed a $19B, 20-year lease with Anthropic, and Brookfield 5x'd its fuel-cell financing framework to $25B. The pacing item for the AI buildout isn't silicon. It's power, and the capital to secure it.

Read →
Note 030
The Wire · AI · Jul 06 · 5 min
Cost Per Token Is Where the Fight Moved

vLLM shipped 0.24.0, SGLang landed agent-written kernels, and NVIDIA claims DeepSeek V4 got 5x cheaper to serve on Blackwell in a month. A look at where the marginal cost-per-token wins are actually coming from.

Read →
Note 029
The Wire · Infra · Jul 06 · 6 min
Compute Financing Is the New Battleground

In a single week, NVIDIA started financing the buyers of its own chips, Meta hinted it might sell compute instead of buying it, and Together AI raised $800M. The FLOPS aren't the story anymore. The balance sheet is.

Read →
Note 028
The Wire · Hardware · Jun 30 · 5 min
Reading the Tea Leaves: Sony Hints PlayStation Will Go 'Beyond the Living Room'

In an investor Q&A, Sony's gaming chief said the next PlayStation aims for experiences 'beyond the living room.' It is not a product, a spec, or a date. It is a sentence, and the most honest thing to do is treat it as one.

Read →
Sheet 3 of 4 · On the bench

Things I build for myself.

Small products shipped under my own name. Each one is a test rig for the shop and a source of notes.

Mk I · Mobile
Low Bar

A habit tracker that sets the bar low on purpose. Show up, mark the day, keep the streak honest.

Pre-launch
Mk I · Dev tools
Deslopping

Proof that an engineer read the AI-written code before approving the pull request. Comprehension, not vibes.

In progress
Mk I · SaaS
Bookleys

Booking and client memory for service professionals. The calendar that remembers who people are.

Exploring
Sheet 4 of 4 · Work

DevLazar.
One engineer, three stations.

Lazar Stanković PR DevLazar · Clients abroad

The company behind the work. Custom software, MVPs on a deadline, and backend systems that have to hold when the traffic arrives. Everything leaves the shop with drawings.

Station 01
Proof of concept, MVP, product
Built fast with AI to a working POC in days, then the MVP in weeks, then the full product. Each stage scoped to survive the launch.
Station 02
Backend architecture and scale
Pipelines, auth, APIs under high-frequency load. Monthly retainer.
Station 03
Launch Survival Audit
A fixed-price inspection before your system meets its users.
Build logs · SelectedMost of the file is under NDA · Stamped by what can be said
Log 01Named
Atlas World Sports
Sports data and betting intelligence. I owned the pipelines, auth and the high-frequency API layer.
Log 02Redacted
A digital private bank
Portfolios for high-net-worth clients at           . Security-sensitive work on             . The log is stamped, not opened.
Log 03Sector only
Healthcare interoperability
Providers that did not talk to each other, made into one ecosystem. I owned the backend core and the admin interface.
Detail A · The engineer
Fig. 7Lazar Stanković · Owner / Operator

An engineer who writes things down.

I have built for banks, hospitals, insurers and sensor networks. Most of it I cannot show you. All of it taught me something, and the lessons are not under NDA.

Now
→Shipping custom software with a small crew I trust.
→Reading Seneca on the morning commute.
→Learning Rust, one crate at a time.
General notes
Note 1Perfect systems do not survive contact with reality. Resilient ones do.
Note 2 · Do not scale drawing. Note 3 · All dimensions in weeks unless stated.
Weekly · Free
The Wire.

One letter a week on AI infrastructure, shipping on a deadline, and the craft of building things that last. No noise, no sponsors you did not ask for.

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