Founder of eCorpIT. Hands-on engineer leading senior-only delivery for AI apps, custom software, and cloud systems for global clients.
The RBI authentication directions took effect on 1 April 2026, but the cross-border card-not-present provisions have their own date: 1 October 2026. Two separate mechanisms are due, plus BIN registration with the card
The RBI's draft Guidance on Regulatory Expectations for Data Governance runs to 63 paragraphs across 6 chapters and covers 11 categories of regulated entity. Here is the engineering work it implies.
India launched SAHI, its national strategy for AI in healthcare, and BODH, an IIT Kanpur and National Health Authority benchmarking platform, on 17 February 2026. BODH lets you train on real patient data you never see
Gradient-boosted trees stopped setting the accuracy frontier on tabular data in 2026. But the benchmark that shows it also shows why XGBoost and LightGBM still belong in production, and the answer is not the one most
Meta moved to per-message billing on 1 July 2025 and raised India's marketing rate on 1 January 2026. The list rate is only part of the bill: BSP platform fees, per-message markup and 18% GST sit on top, and three
On July 16, 2026, 1Password launched 1Password for Claude: a zero-exposure model that lets an AI agent complete logins and one-time codes while the secret never enters the model. Here is how it works.
Five agent frameworks hit production maturity by mid-2026: LangGraph 1.0, CrewAI, Microsoft Agent Framework 1.0, Pydantic AI V2 and LlamaIndex Workflows 1.0. Here is how to choose by your dominant constraint.
Gartner expects power to constrain 40% of AI data centers by 2027, and GPU lead times run 36 to 52 weeks. This 2026 playbook covers capacity forecasting, spot vs reserved, neo-clouds and procurement governance.
A per-image cost comparison of 8 production image-generation APIs in July 2026, with the token math behind the headline prices, a 1,000-image monthly budget, and a decision guide for teams building image features.
A 2026 cost-per-token comparison of the NVIDIA B200 and H100 for LLM inference, with MLPerf v6.0 throughput, real cloud hourly rates, the arithmetic that makes the pricier chip cheaper per token, and the cases where
Precursor is Cloudflare's continuous, session-level bot detection for Enterprise Bot Management, live since July 13, 2026. Turnstile is the free challenge widget. This guide shows which to switch on, and when to run
Cursor Automations, live since March 2026, run cloud agents on a timer or on events from Slack, GitHub, Linear and PagerDuty. This guide covers setup, six useful workflows, costs on Pro and Ultra, and guardrails.
On July 24, 2026 at 15:59 UTC, DeepSeek retires deepseek-chat and deepseek-reasoner, and calls using them then fail. Here is the exact migration to deepseek-v4-flash and deepseek-v4-pro.
Banking, insurance and lending drown in documents. Here is how intelligent document processing automates KYC and claims for Indian BFSI in 2026, what accuracy to expect, how AWS, Google and Azure compare, and how
Frontier LLM output prices fell about 94% since 2023, and a 100x spread now separates the cheapest models from the priciest. How to migrate off deprecated models and cut your AI bill.
On June 30, 2026 Google Play split its service fee from a new billing fee: 10% on your first $1M, a 5% billing fee in the US, UK and EEA, and India follows in 2027. Here is what your app actually pays.
OpenAI's gpt-realtime-2.1 and its mini added reasoning and tool use to speech-to-speech voice agents on July 6, 2026. Here is the real per-minute cost math and how to architect a production build.
Kubernetes 1.35 is the last version to support containerd 1.x; from 1.36 containerd 2.0 is the floor. Here is what breaks in your node config, how to find at-risk nodes, and how GKE, EKS and AKS differ.
Gemini 3.5 Pro's 2M-token context reopened the long-context vs RAG debate. Here is the real cost math, the accuracy that breaks mid-window, and a decision framework for backend and ML engineers in 2026.
The digital rupee stopped chasing UPI on volume and became programmable money. Here is how fintech teams integrate e-rupee wallets, conditional welfare tokens, offline NFC and cross-border CBDC rails in 2026.
Thinking Machines shipped Inkling, a 975B open-weights model with 41B active, 1M context and native audio and vision. Here are the benchmarks against Kimi, DeepSeek and the closed frontier, the real cost, and who should
NPCI's OC-215 guidelines cap balance checks at 50 per day, account lists at 25, and status checks at 3 per transaction. Here is how to re-architect a UPI app around the limits: caching, webhooks over polling, AutoPay
Prompt injection in agentic browsers like Atlas and Comet has no reliable fix, and Atlas stops working on 9 August 2026. Here is a rollout decision and 7 controls, from isolation to DLP, for security teams.
Buying an AI support agent costs roughly $0.99 to $2 per resolution; building one in India runs about Rs 8-20L plus API. This 2026 guide shows the real numbers, the resolution benchmarks that decide ROI, and
