Founder of eCorpIT. Hands-on engineer leading senior-only delivery for AI apps, custom software, and cloud systems for global clients.
In-place pod resize graduated to stable in Kubernetes v1.35, and pod-level resize reached beta in v1.36. What changed, what still forces a restart, and how to wire it to the Vertical Pod Autoscaler.
Kubernetes image volumes reached stable in v1.36 after starting as alpha in v1.31. You can mount model weights straight from an OCI registry, read-only, with no rebuild of your model-server image.
Three frontier models shipped within ten days of each other in mid-2026, at list prices that differ by 5x. The published price is not what you pay. Here is how to route workloads on evidence instead of vendor loyalty.
Eleven CVEs landed against Model Context Protocol implementations in April 2026, and Anthropic called the underlying STDIO behaviour expected. Here is what that means for anyone running MCP servers in production
Microsoft's July 2026 price update reads as a spread of increases from 5% to 43%. Read the table as dollars and it collapses into one number: every enterprise suite rises $3, and the SKUs without Teams take the same hit
Microsoft, Amazon, OpenAI and Anthropic have all committed billions to putting their own engineers inside your company. Here is how to decide who should actually deploy your AI, and the conflict each model carries.
npm 12 is generally available and tagged latest. Lifecycle scripts, git dependencies and remote tarballs are now opt-in, node-gyp builds are blocked, and the failure shows up in CI first. Here is the migration.
Microsoft's July 2026 Patch Tuesday fixed a record 570 flaws, including two zero-days already under attack. AI-assisted discovery is why the number exploded, and why the old triage signals stopped working.
Most pgvector-versus-vector-database comparisons quote one vendor benchmark from April 2025 that ran no filtered queries and tested an extension most teams do not install. Here is what the primary sources actually
Shopify rebuilt Hydrogen with Vercel as a toolkit that runs on Next.js, Astro, SvelteKit and three more. It is the biggest headless change since launch, and the reason most D2C brands should not replatform onto it this
AI infrastructure spending is projected at $1.5 trillion for 2026, and Sequoia's arithmetic says the industry must earn $3 trillion to justify it. Frontier lab revenue sits in the low hundreds of billions. Here is what
Anthropic's annualized run rate went from $9 billion at the end of 2025 to $47 billion by May 2026. Glean, Sierra and Mercor are accelerating too. Fast-growing vendors reprice, and the switching costs you accrue this
AWS lifted EC2 Capacity Block rates about 20% in July 2026 and 15% more on October 7. P6-B300 now bills at $16.146 per accelerator hour. What changed, why analysts disagree on the cause
Custom web applications in India run ₹5 lakh to ₹30 lakh in 2026, at engineering rates of $15 to $35 per hour against $100 to $200 in the US. But cost is the wrong first question. Three testable signals decide whether
A payments MVP in India runs ₹4,00,000 to ₹8,00,000, a lending platform ₹6,00,000 to ₹15,00,000, and neo-banking ₹8,00,000 to ₹20,00,000+. Regulatory compliance adds 20% to 40% on top. The rules are not a review step
iOS app development in India runs $8,000 to $90,000 and up in 2026, with engineering rates at $25 to $60 per hour and MVPs shipping in 4 to 8 weeks. The number moves on integration scope, not screen count. Here is what
Flutter froze all Material and Cupertino contributions in flutter/flutter on April 7, 2026. The libraries now live as material_ui and cupertino_ui on pub.dev, independently versioned. Flutter 3.44 still accepts the old
vLLM's April 2026 benchmark put FP8 KV-cache 14.9% above BF16 on one H100. Priced out, that is $4.24 down to $3.69 per million output tokens - and your AWS purchase model moves the number four times further.
On July 2, 2026, Mark Zuckerberg told Meta staff that AI agent progress had not accelerated as executives expected, after 8,000 layoffs and up to $145 billion of 2026 capex. Gartner puts agent pilot failure at 89%. Six
Bhavin Turakhia launched Neo on July 2, 2026, backing it with $30 million of his own capital and a 45-person team in Bengaluru. The pitch: workplace software built before AI cannot be fixed with a chatbot bolted on
The React Native talent pool runs roughly 10 to 15 times larger than Flutter's, and a senior US hire takes 4 to 8 weeks against 8 to 16 for Flutter. Performance is no longer the deciding variable: both frameworks clear
OpenAI shut Instant Checkout in March 2026, six months after launch, with about a dozen merchants live. Google's UCP kept expanding. Here is how UCP, ACP and AP2 actually stack up, and what to build first.
McKinsey projects agentic commerce will drive $3-5 trillion by 2030. Shopify's UCP makes D2C stores AI-shoppable. A readiness guide for product data, schema, and checkout so AI agents recommend and buy from you.
iOS 27's public beta is live, with GA expected in September 2026. App Intents is now the only path to Siri, and Trust Insights adds on-device scam detection. How enterprises build Apple Intelligence features into apps.
