jcalloway.dev

> **TL;DR**

The best YouTube Shorts automation software in 2026 — for creators who want views without being on camera. Includes pricing, features, and real results.

We tested 7 faceless YouTube Shorts automation tools in 2026. Here's what actually gets views — and the one tool that generated 2,900 views in 3 days.

How to tell if you're overpaying property taxes in Texas. Learn the warning signs of overassessment, how to compare your home to comps, the 95% stat, and how to

The Texas property tax appeal deadline for 2026 is May 15. Learn which counties it applies to, how to check your assessment, what happens if you miss it, and ho

Step-by-step guide to protesting your property taxes in Harris County, Texas. Learn the May 15 deadline, how to file online at hcad.org, what evidence to bring,

Exact steps to file an IEEPA tariff refund claim in 2026. CAPE portal login, required documents, common mistakes, and timeline. Includes free eligibility check.

Use our free IEEPA tariff refund calculator to estimate your refund amount. Step-by-step guide for importers filing Section 232/301 refund claims in 2026.

**TL;DR:** Bun and Node.js are two popular choices for backend development. This article compares their performance, features, and ecosystem to help you de

Complete guide to filing an IEEPA tariff refund claim in 2026. Eligibility rules, required documents, CAPE portal walkthrough, and free calculator.

**TL;DR:** When it comes to Object-Relational Mapping (ORM) tools for TypeScript projects, Prisma and Drizzle are two popular choices. In this article, we'

From idea to uploaded YouTube Short in 2 minutes. Here's the TypeScript pipeline I built and open-sourced.

Comparing Dashlane and Bitwarden for developer teams. Pricing, features, self-hosting, and which one wins in 2026.

Build an automated YouTube Shorts pipeline with TypeScript, FFmpeg, and AI. One command generates and uploads videos.

Complete breakdown of NVIDIA NeMo pricing in 2026. Free tier limits, enterprise costs, and cheaper alternatives for LLM training.

The best Notion templates for software developers. Project management, documentation, sprint planning, and more.

Detailed cost analysis of Railway vs Render for real projects. Free tiers, scaling costs, and which platform saves you money.

Head-to-head benchmark of Vercel Edge Functions vs Netlify Edge. Latency, pricing, cold starts, and developer experience compared.

**TL;DR:** In this article, we'll compare two popular front-end build tools: Vite and Webpack. We'll examine their performance, features, and use cases to

**TL;DR:** If you're building a side project in 2026, consider using Supabase over Firebase. Our data-driven comparison shows that Supabase offers better p

> **TL;DR:** NordVPN offers better speeds and stricter logging policies at $3.99/month (2-year deal), while [Surfshark](https://jcalloway.dev/go/surfshark)

> **TL;DR:** Line-Harness-OSS is a free, self-hosted alternative to L-step and Utage for managing LINE Official Accounts. You get step delivery, scheduled

> **TL;DR:** PostgreSQL is a bare-metal database engine you manage yourself; Supabase wraps PostgreSQL in a hosted platform with auth, real-time APIs, and

> **TL;DR:** Kamal is Rails-first deployment magic that ships apps in minutes without [Docker](https://jcalloway.dev/go/docker) expertise. Docker is the in

> **TL;DR:** SST (Serverless Stack) is built for AWS-first teams deploying serverless apps with zero DevOps overhead. Kamal is for developers who want simp

> **TL;DR:** Mailgun excels at developer experience and built-in features (validation, scheduling, templates); AWS SES wins on price ($0.10/1000 emails) an

> **TL;DR:** Firebase Auth is faster to ship but costs more at scale and locks you into Google's ecosystem. Auth.js (formerly NextAuth.js) gives you full c

> **TL;DR:** Best enterprise auth — compliance, SSO, and extensibility at any scale. vs Best free, self-hosted auth for Next.js — full control with no cost

> **TL;DR:** Best enterprise auth — compliance, SSO, and extensibility at any scale. vs Best auth for Next.js and React apps — fastest time to production..

> **TL;DR:** Best performance and DX for smaller teams — fewest lines of code, fastest output. vs Best for content-heavy sites where Core Web Vitals are th

> **TL;DR:** Best performance and DX for smaller teams — fewest lines of code, fastest output. vs Best for enterprise teams who need strong conventions and

> **TL;DR:** Best performance and DX for smaller teams — fewest lines of code, fastest output. vs Best raw performance — for developers who need maximum sp

> **TL;DR:** The safe default — unmatched ecosystem and job market demand. vs Best for content-heavy sites where Core Web Vitals are the priority.. Read ou

> **TL;DR:** Best for teams wanting an approachable, opinionated framework with excellent DX. vs Best performance and DX for smaller teams — fewest lines o

> **TL;DR:** The safe default — unmatched ecosystem and job market demand. vs Best for enterprise teams who need strong conventions and long-term stability

> **TL;DR:** The safe default — unmatched ecosystem and job market demand. vs Best raw performance — for developers who need maximum speed and know what th

> **TL;DR:** The safe default — unmatched ecosystem and job market demand. vs Best performance and DX for smaller teams — fewest lines of code, fastest out

> **TL;DR:** The safe default — unmatched ecosystem and job market demand. vs Best for teams wanting an approachable, opinionated framework with excellent

> **TL;DR:** Best for teams who want API collections in version control — the open-source choice. vs Best API client for VS Code users who want to stay in

> **TL;DR:** Best all-in-one DevOps platform — choose this if you want everything in one place. vs Best for teams who hate YAML and want real programming l

> **TL;DR:** Best CI/CD for GitHub-hosted projects — the default choice for most teams. vs Best for teams who hate YAML and want real programming language

> **TL;DR:** GitHub Actions is free, native to GitHub, and handles 80% of CI/CD workflows fine. Earthly is better if you need consistent, reproducible buil

> **TL;DR:** WebStorm is a full-featured IDE that works out of the box with zero config — perfect for teams and beginners. Neovim is a terminal-based edito

> **TL;DR:** DevOps testing has fragmented into specialized tools — you need load testing (k6, Locust), container validation (Trivy, Snyk), infrastructure

I migrated a 50K-user SaaS from PostgreSQL to SQLite. Performance jumped 40%, hosting dropped to $0. Benchmarks and migration guide inside.

> **TL;DR:** Redis wins for complex applications needing data structures and persistence, while Memcached dominates pure key-value caching with 30% better

> **TL;DR:** PlanetScale (serverless MySQL) excels at scaling reads and schema migrations, while Neon (serverless [PostgreSQL](https://jcalloway.dev/go/pos

> **TL;DR:** Convex wins for real-time apps needing instant reactivity, while Supabase dominates for traditional CRUD apps with its mature [PostgreSQL](htt

> **TL;DR:** Upstash offers serverless Redis with pay-per-request pricing starting at $0.2 per 100K requests, while traditional Redis requires dedicated se

> **TL;DR:** Supabase offers a complete backend-as-a-service with [PostgreSQL](https://jcalloway.dev/go/postgresql), auth, and real-time features for $25/m

> **TL;DR:** Turso offers better performance and developer experience with global replication starting at $29/month, while Cloudflare D1 provides generous

> **TL;DR:** After 6 months testing both, **1Password** edges out Dashlane for developers with superior CLI integration, better team sharing, and rock-soli

> **TL;DR:** After migrating from New Relic to Grafana Cloud (and back again for one project), here's the deal: New Relic wins for teams wanting plug-and-p

> **TL;DR:** [Dashlane](https://www.dashlane.com/) wins for solo developers who want premium features and don't mind paying $4.99/month. [NordPass](https:/

> **TL;DR:** [MongoDB Atlas](https://jcalloway.dev/go/mongodb%20atlas) is expensive and vendor-locked. **[PlanetScale](https://[planetscale](https://jcallo

**TL;DR:** If you're deciding between Cypress and Selenium for end-to-end testing, I'll give you a quick rundown of each tool's strengths and weaknesses. B

> **TL;DR:** Kamal promised simple Rails deployments but delivers configuration hell and production nightmares. Fly.io offers the best developer experience

> **TL;DR:** [Udemy](https://jcalloway.dev/go/[udemy](https://www.udemy.com/)) runs sales constantly — you just need to know where to look. Use incognito b

> **TL;DR**: Datadog wins for all-in-one simplicity and enterprise features, but costs 3-4x more than Grafana Cloud. If you're budget-conscious or already

> **TL;DR:** After testing both for 3 months on my dev team, [NordPass](https://go.nordpass.io/aff_c?offer_id=488&aff_id=143769&url_id=9356) wins for most

> **TL;DR:** Bitwarden wins for most developers thanks to its open-source nature, superior CLI tools, and $10/year pricing. [Dashlane](https://www.dashlane

> **TL;DR**: GitLab CI wins for complex enterprise workflows and self-hosted deployments, while GitHub Actions dominates for open source and teams already

> **TL;DR:** Loops is the clear winner for developers and startups who need modern APIs, clean interfaces, and technical flexibility. Mailchimp works if yo

> **TL;DR:** CircleCI dominates for teams wanting plug-and-play CI/CD with stellar docs and ecosystem support. Dagger wins for infrastructure-heavy teams w

> **TL;DR:** [NordPass](https://go.nordpass.io/aff_c?offer_id=488&aff_id=143769&url_id=9356) edges out LastPass for developers in 2026. Better security arc

The rise of AI-powered code generation tools has fundamentally changed how we build software. [GitHub Copilot](https://github.com/features/copilot), ChatGP

The AI world is buzzing with speculation about OpenAI's potential initial public offering, and for good reason. As the company behind ChatGPT and GPT-4 shi

Picture this: It's 2 AM at a sprawling data center facility housing thousands of servers that power everything from your Netflix streams to major financial

The gaming community erupted when Nvidia announced DLSS 5 alongside their RTX 50-series GPUs at CES 2025. But instead of celebration, forums filled with sk

The cat's out of the bag. FBI Director Kash Patel's recent confirmation that the agency purchases location data to track U.S. citizens has sent shockwaves

Full breakdown of NeMo Claw's pricing, performance, and whether it actually makes LLM training 10x faster.

The tech world is buzzing with an unexpected story that reads more like a Dan Brown novel than typical Silicon Valley news. Peter Thiel, the billionaire Pa

Remember when browsing the web felt like actual exploration? When you'd stumble upon someone's personal blog about obscure Unix commands or discover a hand

Last week, I stumbled upon an incredible dataset that made my data engineer heart skip a beat: a complete Hacker News archive containing over 47 million it

The cat's finally out of the bag. FBI Director Kash Patel's recent confirmation that the agency purchases location data to track US citizens has sent shock

Here's a shocking reality: while you're streaming 4K videos at 35,000 feet on some flights, passengers on other airlines are still struggling with connecti

Here's a stat that'll make you rethink everything about GPU memory limitations: **70% of AI developers abandon projects not because of compute power, but b

What happens when a developer gets frustrated with existing streaming protocols and decides to build something completely new? They create MoQ (Media over

As developers, we've all been there: staring at a bland white background, knowing it needs something more, but dreading the thought of hunting through stoc

The revelation that the FBI is purchasing commercial data to track American citizens has sent shockwaves through the tech community and privacy advocates a

The electric vehicle landscape just experienced a seismic shift, and it's not coming from Tesla. BMW's upcoming 2027 i3 has officially claimed a WLTP range

The automotive landscape just shifted dramatically in Washington State. After years of legislative battles, dealership lobbying, and regulatory red tape, W

Remember the last time you tried to video call from 35,000 feet? Choppy connections, astronomical prices, and speeds that made dial-up look blazing fast. B

Picture this: you're troubleshooting a critical AI training cluster at 3 AM, and you notice something peculiar on your latest GPU delivery. Instead of the

Gaming purists are up in arms again. This time, they're targeting Nvidia's latest DLSS 5 technology, dismissing it as "AI slop" — a derogatory term that's

Machine learning benchmarks have become the holy grail of AI development. We obsess over BLEU scores, ImageNet accuracy, and leaderboard rankings. But what

The United Kingdom is positioning itself at the forefront of AI regulation with plans to mandate labeling for AI-generated content. This move, aimed at com

Remember the last time you wanted to belt out your favorite song at a karaoke night, only to find out the venue didn't have it in their catalog? Or maybe y

As developers, we've all been there: stuck on a six-hour flight with a critical bug to fix, a client presentation to finish, or simply the burning desire t

A recent poll has dropped a bombshell that should make every developer pause: 73% of Americans believe artificial intelligence will primarily benefit the w

The tech world never fails to surprise us. Just when you think you've seen it all—crypto crashes, AI safety debates, and Twitter acquisitions—along comes n

Remember when browsing the web felt like an adventure? Before algorithmic feeds and SEO-optimized content farms dominated our online experience, the intern

Data centers house the digital backbone of our modern world, but protecting these critical facilities has just entered the realm of science fiction. Major

Here's a shocking truth: **Stripe's 2.9% + 30¢ per transaction fee could be costing your startup an extra $29,000 annually on just $1M in revenue**. While

[Cursor](https://cursor.com/) has dominated developer conversations in 2025, but here's a shocking reality: **73% of developers who tried Cursor eventually

Enterprise monitoring costs are spiraling out of control. If your Datadog bill has you questioning your life choices, you're not alone—companies are report

GitHub Copilot processed over 3 billion code suggestions in 2025, but here's the shocking truth: **46% of developers are actively seeking alternatives** du

Here's a shocking reality: **73% of developers are still using spreadsheets for data that belongs in a proper database**. While Airtable revolutionized how

Adobe's $20 billion acquisition of Figma sent shockwaves through the design community — and for good reason. With 90% of UI/UX designers relying on Figma a

Here's a shocking reality: **73% of developers are now using AI assistants other than ChatGPT for their daily coding tasks**. While OpenAI dominated the co

Here's a shocking statistic that might surprise you: According to recent developer surveys, 73% of software teams that adopted Jira in the past two years a

AWS Lambda has dominated the serverless landscape for nearly a decade, but here's a shocking reality: **developers using alternative serverless platforms a

Here's a shocking reality: **73% of developers using Supabase have actively evaluated switching to alternatives in the past year**, according to the 2025 S

Linear has captured 73% more developer mindshare than Jira in 2025, but here's the uncomfortable truth: it's not perfect for every team. While Linear excel

Here's a shocking reality: **87% of developers using Vercel are overpaying for features they never use**, according to recent developer surveys. While Verc

Zapier's recent price increases have pushed their starter plan to $29.99/month, forcing thousands of developers and businesses to explore alternatives. If

Notion's popularity has skyrocketed, but here's a shocking truth: **73% of power users abandon Notion within six months due to performance issues and compl

Here's a shocking stat: The average knowledge worker checks team chat apps **150 times per day**, spending nearly 3 hours in communication tools. Yet 67% o

> **TL;DR**: Turso dominates for small-to-medium apps with its edge performance and generous free tier, while MongoDB Atlas remains the go-to for complex d

> **TL;DR:** After testing both extensively, [Dashlane](https://www.dashlane.com/) edges out [Keeper](https://www.keepersecurity.com/) for most developers

> **TL;DR:** Pulumi excels for complex, multi-cloud infrastructure with proper version control and enterprise features. Coolify wins for simple app deploym

> **TL;DR:** After 2 years using Hetzner for production apps, it's genuinely great value — roughly 60% cheaper than AWS with comparable performance. But th

> **TL;DR:** Earthly beats GitLab CI for complex builds with 40-60% faster execution and better local dev experience. GitLab CI wins for simple projects al

> **TL;DR:** Mullvad is the most privacy-focused VPN I've tested, but it's not perfect for developers. Anonymous signup, no logs, solid speeds (200+ Mbps),

> **TL;DR**: [1Password](https://1password.com/) Individual ($36/year) is solid for developers who need SSH key management, CLI integration, and reliable a

> **TL;DR:** After testing 12 VPNs over 6 months of daily development work, **[NordVPN](https://go.nordvpn.net/aff_c?offer_id=15&aff_id=143769&url_id=902)*

> **TL;DR:** Hono crushes Express in raw performance (4x faster response times) and delivers superior TypeScript support, but Express still dominates for c

> **TL;DR:** After testing both platforms for 6 months, **Resend beats SendGrid** for developer experience and modern workflows, while SendGrid wins on ent

> **TL;DR:** Over 40 airlines now offer Starlink WiFi with speeds up to 350 Mbps — 50x faster than traditional inflight internet. Hawaiian Airlines, JSX, a

> **TL;DR:** Most freelancers waste 15+ hours/week on manual client management. The best free CRMs in 2026 — HubSpot, Zoho, and Pipedrive — can automate le

> **TL;DR:** Remote teams waste 4.2 hours per week on scheduling conflicts and coordination. The 12 free tools below slash that time by 70%+ while keeping

> **TL;DR**: Most agencies waste $200+/month on invoicing software when free alternatives like Wave, Invoice Ninja, and Zoho Invoice offer 90% of premium f

> **TL;DR**: You don't need expensive enterprise monitoring to ship reliable products. These 12 free tools provide uptime monitoring, performance tracking,

> **TL;DR**: Thunder Client and Bruno lead the pack for lightweight API testing, while Postman remains king for complex workflows. Startups can slash API t

> **TL;DR:** Tailwind CSS dominates Bootstrap in 2026 with 67% smaller bundle sizes, 3x faster development cycles, and better performance metrics. Bootstra

> **TL;DR:** Skip expensive analytics suites — these 12 free tools track everything from user behavior to revenue metrics. Mixpanel's free tier handles 100

The container wars are heating up, and 2026 is shaping up to be the year that determines which technology will dominate the next decade of software develop

The monorepo revolution is here, and it's transforming how enterprise teams manage large-scale JavaScript applications. As we navigate through 2026, two ti

The JavaScript runtime landscape has never been more competitive. While Node.js has dominated server-side JavaScript for over a decade, a new challenger ha

The automotive industry just witnessed a seismic shift that could reshape how Americans buy electric vehicles. Washington State's groundbreaking House Bill

As developers, we've all been there. You're deep into building that perfect landing page or dashboard, everything's coming together beautifully, and then y

The gaming community erupted when Nvidia unveiled DLSS 5 with multi-frame generation capabilities, but not in the way you'd expect. Instead of celebration,

Remember when the highlight of a long flight was getting through that paperback novel you'd been putting off? Those days are rapidly becoming history. With

The UK government just dropped a regulatory bombshell that every developer working with AI should pay attention to. Britain is considering mandatory labeli

Remember the days when karaoke meant lugging around bulky machines and buying expensive song packs? Those days are officially over. Meet Nightingale, an op

Every week, a new AI model claims to achieve "state-of-the-art" performance, beating previous benchmarks by impressive margins. But here's the uncomfortabl

The numbers are in, and they're sobering: a recent poll reveals that 70% of Americans view artificial intelligence as a machine that will primarily benefit

Picture this: you're 35,000 feet above the Atlantic, frantically trying to push a critical hotfix before your laptop battery dies, but the airline's Wi-Fi

The future of commerce is arriving faster than most of us anticipated. While we've been debating whether AI will replace human jobs, something more fundame

A newly discovered vulnerability in Ubuntu's Snap package management system has security researchers scrambling to assess the potential impact on millions

> **TL;DR**: Most developers stick to [Vercel](https://vercel.com/) and [Netlify](https://www.netlify.com/), but there are 9 lesser-known free deployment p

> **TL;DR:** GitHub Actions dominates with 2,000 free minutes monthly and native integration, but GitLab CI offers unlimited minutes on self-hosted runners

> **TL;DR**: Bitwarden leads the pack with unlimited passwords and device sync for free. [1Password](https://1password.com/) and [Dashlane](https://www.das

> **TL;DR:** VS Code isn't the only game in town. After testing 15+ editors with my team over 6 months, I found 8 that consistently outperform VS Code for

> **TL;DR:** CyberGhost's inconsistent speeds and limited streaming access make it a mediocre choice in 2026. [NordVPN](https://go.nordvpn.net/aff_c?offer_

> **TL;DR:** [Hostinger](https://hostinger.com/) delivers solid performance at $2.99/month with 99.9% uptime, decent speeds, and surprisingly good support.

> **TL;DR:** [NordVPN](https://go.nordvpn.net/aff_c?offer_id=15&aff_id=143769&url_id=902) remains solid for developers in 2026 at $4/month, with reliable s

The AI coding landscape has exploded in 2026, and developers are facing a choice that could define their productivity for years to come. While GitHub Copil

The backend-as-a-service landscape has evolved dramatically, and if you're still choosing between platforms based on 2022 comparisons, you're making decisi

> **TL;DR**: [Dashlane](https://www.dashlane.com/) offers solid password management with developer-friendly features like SSH key storage and team sharing,

> **TL;DR**: [DigitalOcean](https://www.digitalocean.com/) undercuts AWS by 40-65% for small to medium workloads, with predictable pricing that eliminates

> **TL;DR:** After testing 12 Node.js hosting platforms with real applications, **[DigitalOcean](https://www.digitalocean.com/) App Platform** offers the b

> **TL;DR:** [JetBrains](https://www.jetbrains.com/) All Products Pack gives you 16 professional IDEs for $249/year — that's $20/month for tools that indiv

I tested all three AI code editors daily. The results weren't what I expected.

> **TL;DR**: GitBook leads for comprehensive docs, Notion wins for team wikis, and Obsidian dominates personal knowledge management. Skip paid tools like C

I migrated 12 apps between Railway and Render. One deploys 847% faster, the other saves $100+/month at scale. Full pricing breakdown inside.

> **TL;DR:** While Cloudflare dominates with 20% market share, alternatives like AWS CloudFront, Fastly, and KeyCDN offer superior performance for specific

> **TL;DR:** Skip expensive wireframing software. Figma Community leads for collaborative teams, POP excels for mobile-first workflows, and Wireframe.cc wi

> **TL;DR**: [PostgreSQL](https://www.postgresql.org/) dominates for complex applications requiring advanced features, JSON handling, and strict data integ

> **TL;DR:** [Railway](https://railway.app/) leads for full-stack apps with generous database limits, Vercel dominates for frontend/serverless, and [Render

> **TL;DR:** Skip expensive database hosting for your side projects. Supabase offers the best [PostgreSQL](https://www.postgresql.org/) experience with 500

> **TL;DR**: After testing 15+ free project management tools with real small teams, **Linear** leads for tech teams, **[Notion](https://www.notion.so/)** d

> **TL;DR:** Playwright crushes Cypress in 2026 with 3x faster test execution, native multi-browser support, and superior CI/CD integration. Unless you nee

Drizzle runs 3-5x faster queries with 70% smaller bundles than Prisma. Side-by-side benchmarks, migration guide, and when Prisma still makes sense.

> **TL;DR:** The best free code review tools in 2026 are GitHub's built-in reviews for basic workflows, GitLab CE for advanced automation, and ReviewBoard

> **TL;DR:** Skip the $50/month landing page subscriptions. The best free builders for developers in 2026 are [Vercel](https://vercel.com/)'s v0 (AI-powere

Picture this: It's 3 AM, your phone buzzes with angry customer complaints, and your production application is throwing cryptic errors that you've never see

The vector database market exploded from $1.2 billion in 2023 to over $4.8 billion in 2025, and most AI engineers are still hemorrhaging cash on enterprise

After 6 months on both platforms, one clearly won for developers. Comparison table, benchmarks, and the dealbreaker most reviews skip.

Choosing the wrong payment processor can literally kill your startup before it takes off. I've seen promising SaaS companies lose thousands in revenue beca

The Infrastructure-as-Code (IaC) landscape has evolved dramatically, and by 2026, two titans continue to dominate the conversation: Terraform and Pulumi. B

200 real deployments, Core Web Vitals data, and cold start benchmarks. One platform wins on speed, the other on price. Here's when each one makes sense.

Picture this: You're a senior software engineer working on cutting-edge media streaming technology, and you decide to spend weeks developing a revolutionar

The line between public safety and personal privacy has never been more blurred. Recent revelations about the FBI's extensive data purchasing program revea

If you've ever tried to join a video call from 35,000 feet, you know the pain. That sluggish, overpriced airline WiFi that barely loads your email, let alo

Remember when airplane Wi-Fi meant paying $15 for speeds slower than dial-up and connection drops every five minutes? Those days are rapidly becoming a dis