Insights and updates from the MerginIT team
Google Cloud is changing the default for resource-based Commitment Use Discount (CUD) sharing from disabled to enabled on June 16, 2026. Here's what changes, who's affected, and how to manage it.
From AI in the classroom to the Forbes 30 Under 30 prison pipeline, explore the psychology of the smart cheater and the hidden costs of faking true success.
Discover how AI is revolutionizing version control, challenging GitHub's dominance, and reshaping the future of coding workflows.
Explore the ProtonMail FBI incident, the distinction between privacy and anonymity, and the tools required for true online anonymity.
Meta's Llama 4 flopped with fudged benchmarks and delayed flagships, but $125 billion in 2026 capex and 7.4 million Ray-Ban smart glasses tell a different story: Zuckerberg is building a hardware platform to escape Apple and Google's grip.
California's AB 1043 forces OS-level age verification, the EU's Chat Control breaks encryption, and CBDCs enable programmable financial control. Together, they form the blueprint for a digital surveillance state.
Two groundbreaking experiments show biology and computing merging faster than expected: living human brain cells playing the classic game DOOM, and a complete fruit fly brain accurately simulated on ordinary hardware.
AI companies are now crying "intellectual property theft" over distillation attacks. But the hypocrisy is nuclear: they built their trillion-dollar models by distilling the entire internet for free, then threaten to sue when others do the same with PAID API outputs.
Taalas is redefining AI hardware by turning large language models into dedicated custom silicon. Their groundbreaking HC1 delivers over 17,000 tokens per second with dramatically lower cost and power consumption, accelerating the arrival of truly ubiquitous AI.
A technical analysis of the recent security breaches affecting the world's most popular text editors: from the Lotus Blossom supply chain attack on Notepad++ to the Markdown RCE in Windows 11.
A deep dive into the Paragon Solutions Graphite spyware leak, its use against journalists, and the global controversy surrounding zero-click surveillance tools.
Deep dive into Moonshot AI's Kimi K2.5, a 1T parameter MoE model that is shaking up the agentic AI landscape.
A personal experiment generating 100 AI videos with Google Veo for TikTok using free credits. Results after ~70 videos: ~60 followers, ~1k likes, and lessons learned about the platform.
Technical analysis of the massive WhatsApp metadata scrape exposing 3.5 billion users. Details on the Contact Discovery vulnerability discovered by University of Vienna and SBA Research.
Technical analysis of the November 18 Cloudflare outage, identifying Turnstile failures and config rollbacks as key factors.
Google launched Gemini 3 AI model and Antigravity IDE on November 18, 2025. Compare features, pricing, and agent capabilities vs Cursor, Windsurf, GitHub Copilot, and Trae.
TOON is a compact, token-efficient alternative to JSON for LLM prompts, reducing tokens by 30-60% while maintaining readability and structure.
Microservices promised scalability and autonomy, but many implementations become distributed monoliths. Learn the symptoms, causes, and solutions to avoid this common anti-pattern.
APIs are rigid. AI is not. Learn how the Model Context Protocol (MCP) provides a flexible, conversational layer for LLMs to interact with data, and check out the use cases where it outshines traditional APIs.
A sophisticated, self-propagating malware, dubbed "Shai-Hulud," has infiltrated the npm ecosystem, compromising over 180 packages.
AI bubble 2025: Uncover potential burst with insights on zero-ROI investments, physical barriers, Wall Street worries, and industry leaders' cautions.
Hands-on review of Ripple, Dominic Gannaway's new TypeScript UI framework featuring reactive state management, native JavaScript control flow, and component-based architecture from React/Svelte maintainer.
A breakdown of the sophisticated supply chain attack that compromised 20+ popular NPM packages, including "chalk" and "debug". See how a simple phishing email put millions of projects at risk and what it means for JavaScript security.
Developer workspace cleanup: remove node_modules, temp files, and sensitive data safely. Use .gitignore, scripts, and npkill to free disk space.
Discover the Best CMS 2025 with a data-backed comparison of WordPress, Drupal, Shopify, and headless options. See pricing, speed, scalability, and use cases.
Get the facts on the JavaScript trademark fight: why Oracle owns the name, Deno's USPTO challenge, what genericness and abandonment mean, and what's next.
Discover how much free time you really have. Data-backed breakdown of lifetime hours spent on sleep, work, screen time, chores, eating and commuting.
Inside the McDonald's data breach: 64M applicants exposed via Paradox.ai and lax internal controls. Learn key security lessons, supply chain risks, and fixes.
Compare 2025 CAPTCHA solutions—Cloudflare Turnstile, reCAPTCHA, hCaptcha, and more. See pricing, performance, security, and implementation tips.
Compare ElectricSQL, Convex and Zero to choose the best sync engine. Learn architectures, CRDTs vs reactivity, query-driven sync, offline-first.
Learn how to rank #1 on Google with a 7-step SEO guide covering site speed, content strategy, local SEO, link building, AI automation, and SEO analytics.
Compare the best HTTP security headers checker tools of 2025. See open-source options like humble, shcheck, hsecscan, testssl.sh, and DrHEADer, REST API readiness, checks, outputs, and integration tips.
Compare all 47 open source licenses with MIT, GPL, Apache and BSD summaries, plus when to use each. Choose the right license for your project in 2025.
Learn context engineering to prevent LLM context rot. Master writing, selection, compression, and isolation, plus RAG and LangChain/LangGraph.
Stack Overflow Developer Survey 2025 shows soaring AI adoption but falling developer trust. Explore key stats and language trends.
Social media scams are surging. Explore data on Meta-driven online fraud, top tactics, and concrete steps to protect your money and accounts.
Explore privacy-first AI chatbots—Proton Lumo, DuckDuckGo and Kagi. Learn how zero-access encryption and no tracking keep conversations confidential.
Increase Domain Rating with free, high-authority backlinks. Learn Reddit, Wikipedia, top directories, and subdomain tactics in a clear, step-by-step plan.
Kimi K2 vs Grok-4: benchmarks, tool-use, costs, and real-world quality. Plus Mistral Voxtral/Devstral, Anthropic's DoD deal, and Amazon Kiro.
Is Tor safe? Explore real risks, malicious nodes, and faster, private Tor alternatives like I2P, and VPNs. Learn what to use for secure browsing.
Open-source OCR models ranked by 2025 metrics, VRAM, and setup. Includes Tesseract, EasyOCR, PaddleOCR, TrOCR, Qwen2.5‑VL. Pick the best for your workload.
Inside the Builder.ai fraud: a $1.5B collapse, a $25M deepfake heist, and AI investment scams. An investigative analysis with lessons to spot AI‑washed hype.
Learn how to choose the right database with a clear breakdown of CAP, ACID vs BASE, and SQL vs NoSQL vs NewSQL vs time-series, including factors and use cases.
Compare 2025 payment processors for your online business. Stripe, Paddle, Lemon Squeezy, PayPal & more. Pricing, EU VAT compliance, and merchant of record options.
Automate releases with semantic-release. Learn setup, Conventional Commits, npm publish, GitHub Releases, Docker tagging, and CI via GitHub Actions.
Compare free CDN services in 2025—Cloudflare, Fastly, Gcore, JSDelivr, Netlify. Check bandwidth limits, PoPs, features, and reliability to choose the right CDN.
Effect in TypeScript for robust backends: typed errors, dependency injection, OpenTelemetry tracing, and structured concurrency. Get examples and setup.
Explore top free online IDEs and browser-based code editors in 2025. Compare features, language support, and use cases to choose the right cloud IDE.
Master Oracle DML with examples of INSERT, UPDATE, DELETE and MERGE, plus advanced features: INSERT ALL, RETURNING, error logging, and performance tips.
Learn Cloudflare subdomain redirect on the free plan in two steps: create a proxied DNS record and a redirect rule. Get tips and fixes for 525 SSL errors.
Fix Error Code 232011 with a step-by-step guide: clear cache, disable extensions, disable hardware acceleration, check DNS/VPN, and repair files.
Debunk the Lucas-Penrose argument on AI limits. Clear analysis of Gödel's incompleteness, consistency assumptions, and moving-goalpost flaws.
GraphQL vs REST through the Richardson Maturity Model: levels 0-3, HATEOAS, data-fetching trade-offs, and when to use each. Get a 2025 guide for API design.
Rethink career success by prioritizing meaningful work, values, and agency. Learn when to say no, build quiet courage, and define success on your terms.
Discover top free transactional email services and custom domain inbox hosting. Compare limits, features, and picks for developers and small teams—learn more.
Idempotency for APIs: prevent duplicate charges and requests. Learn idempotency keys, HTTP methods, and client‑generated IDs to build retry‑safe APIs.
GDPR-compliant analytics: compare Clarity and PostHog with top open-source options. Get consent and data minimization tips. Incl. Plausible, Matomo & Umami.
AI surveillance capitalism, $100K Bitcoin, and facial recognition are shaping a cyberpunk reality. See how work, privacy, and power shift in 2025—read now.
Secure a free subdomain that never expires. Follow our step-by-step ChangeIP tutorial, see DNS record support, and compare options like DuckDNS, Dynu and ClouDNS.
Cloud storage comparison 2025: Mega vs Storj pricing, speed, security, plus open-source picks like Nextcloud and MinIO. Choose wisely—read our full guide.
Find the best free database hosting in 2025. Compare Postgres, MySQL, MongoDB, Redis, vector options with storage limits, features, and caveats. See our picks.
Cursor valuation analyzed: is $9.9B justified vs GitHub Copilot's 15M users? Get data-driven ARR context, market share reality, and 2025 competitive outlook.
Compare 25+ free web hosting options: static, serverless, PHP with pros/cons, limits, pricing, and commercial-use notes to choose confidently.
See the best status page software for 2025—compare free, open‑source, and enterprise options, features, pricing, and use cases. Make the right choice now.
Pause Vercel deployment fast with 5 proven methods: firewall rules, REST API/webhook, branch switching, env toggle, and password protection. Follow the steps to choose.
See what's new in Vercel Fluid Compute in 2025 — concurrency, fewer cold starts, and smarter scaling for I/O‑heavy apps. Learn trade‑offs and when to use it.
Serverless reliability lessons from Vercel and Cloudflare: cold starts, timeouts, and surprise costs. Learn monitoring, pricing, and vendor-risk best practices.