How to Start Your Google Cloud from the Right Foot
Setting up a GCP landing zone from scratch — a step-by-step approach for DevOps engineers new to GCP. Let's consider a familiar situation: a company h…
DevOps
⚑ Report a ProblemLatest DevOps news from Tech News
All topics
agents
ai
api
architecture
automation
aws
beginners
claude
cloud
database
devchallenge
devops
docker
googlecloud
javascript
kubernetes
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
security
showdev
testing
tutorial
typescript
webdev
Founder Patterns That Kill a Launch – And What AI Has To Do With It
I learned the hard way that partnering with people with no technical background, who want to build startups, isn't always what you'd expect. They usua…
How we quantified SaaS Lock-In and LLM Costs
The "Contact Sales" button is a technical debt indicator. Every time a vendor hides their pricing behind a form, they are adding friction to your stac…
LLM-as-Judge: Automated Quality Gate for LLM Outputs in Production
LLM-as-Judge is a pattern where one language model evaluates another model's outputs against defined criteria. An automatic quality gate: every respon…
Pixshop — consistent portraits from a single selfie
I built Pixshop after running into the same issue with most AI photo tools: they either need a bunch of photos + a training step, or they drift your f…
I built a Chrome extension that tells you exactly why your resume isn't getting callbacks
A close friend of mine applied to 67 jobs over three months. She's talented, her resume is solid, she has real experience. She heard back from 4 of th…
How I built a demo-first sales tool for freelance web designers
Most freelance web designers do not lose because they cannot build good websites. They lose because getting in front of the right local business owner…
Why BYOK Is the Future of AI Tools
Why BYOK Is the Future of AI Tools Why paying for AI markup is a tax on your intelligence — and how bringing your own keys changes everything. The Sub…
Why We Rarely Use GraphQL (And When We Do)
GraphQL is a great tool. It is also the wrong default for 90 percent of the products we ship at Xenotix Labs ( https://www.xenotixlabs.com ). Here is …
My surprise AI bill is why I built TokenBar
A few months ago I had one of those dumb founder moments where you stare at a bill and think: wait, how did it get that high? Nothing was obviously br…
I built an AI English speaking coach — what was technically hard
I spent the past year building Elispeak , an AI English speaking coach. The user-facing pitch is simple — talk to an AI tutor, get instant pronunciati…
One-Person AI Companies Are the New Arbitrage
The Infrastructure Shift That Changes Everything Two years ago, building a production AI system required venture capital. You needed GPUs, orchestrati…
AI Portfolio Generator for Developers: Stop Overthinking It and Ship the Thing in 2026
You have built production apps. You have debugged systems at 2am. You have shipped features that thousands of people use. And yet your portfolio is ei…
We built social escrow on-chain: tip anyone on X, Discord, or Telegram with no wallet
Two days ago, a Discord user named @test17 received $838 USDT on Celo. They had no account on our platform. Someone typed a command in a Discord serve…
Cost-Effective Observability: The 80/20 Stack for Startups
You Don't Need Datadog (Yet) I see startups spending $5,000/month on Datadog with 8 engineers. That's $625 per engineer per month for monitoring. At t…
I Spent $1,847 on Legal Templates My First Year as a Solo Founder. Here's Why I'd Pay $0 in 2026.
The first invoice I remember framing was from LegalZoom. It was for a single-member LLC operating agreement. $249. I was bootstrapping a consulting bu…
Announcing ObjeX | We Built Our Own S3
We at Centro Labs recently built and released ObjeX , our own self-hosted S3-compatible blob storage. It isn't the flashiest thing we've shipped, but …
Lifetime subscriptions don't mean what you think they mean
You see a tool you like. It offers a "lifetime deal" for $59. Pay once, use forever. Sounds great — until "forever" turns out to mean 18 months. The u…
Hi, I’m Caleb Wodi. I’m Not Here to Drift.
Hi, I’m Caleb Wodi. I’m not trying to “pass time” or “figure things out slowly.” I’m building early, on purpose. Most people my age are told to wait. …
I Built a Tool That Turns Google Maps Listings Into Websites Using AI
Most small businesses don't have a website. Not because they don't want one — but because building one takes time, money, and technical knowledge they…
Why AI Agencies are flying blind (and how to fix your LLM margins)
If you're running an AI agency, you're probably building some variation of RAG or agentic workflows for your clients. You deliver the project, it work…
The feature we recoded 16 times before making it a product
The activity log: the feature we've been recoding in every SaaS since 2020 Between 2020 and early 2026, we shipped 16 projects. SaaS and mobile apps c…
How We Integrate AI Into Real Mobile and Web Apps
Every second client conversation at Zartek in 2026 starts the same way. "Can we add AI to this?" Sometimes it's a great idea. Sometimes it really isn'…
Building an AI Tutor in Amharic: What I Learned as a Solo Developer
Over 120 million people speak Amharic, yet there's virtually no AI educational content in the language. When I realized this gap while watching my you…
Looking for a Technical Co-Founder — Fintech, Lagos. Equity. No CVs. Just conversations.
I'm a non-technical founder building in the Nigerian payments space. Walk into any kiosk, suya spot, or POS agent stand in Lagos and you'll see the pr…
Programmatic SEO at Scale: How We Built 3,200 Comparison Pages Without Sacrificing Quality
Comparison sites live or die by page count. A single "Bose vs Sony" page serves one intent. A library of 3,200 comparison pages serves every intent in…
I built a 1-person web agency in 7 days using Claude Code + Netlify. Full stack + pricing breakdown.
TL;DR I'm a performance marketer (8 years) who got tired of watching agencies charge clients $20k-50k for websites that take 3 months and don't conver…
Building an AI Tutor for 40 Million Ethiopian Students Who Learn in Amharic
When I tell people that 40 million Ethiopian students don't have access to quality tutoring, they're shocked. When I explain that most of them learn i…
I Built an AI-Powered Learning OS Because I Was Tired of Forgetting Everything I Read
Most people read non-fiction the same way: skim chapters, highlight some quotes, feel productive for a day, and forget 90% within a week. I've been th…
Common SOC 2 Failures (Real World)
A field-tested breakdown from actual audit trenches If you’ve ever worked on a SOC 2 audit—especially in a Big 4 or fast-scaling startup—you already k…