Founder of eCorpIT. Hands-on engineer leading senior-only delivery for AI apps, custom software, and cloud systems for global clients.
India retail changed shape in 2026: quick commerce runs the cities, ONDC undercuts marketplace commissions, and AI moves from pilot to inventory. Here are the numbers, the channel trade-offs, and the tech decisions D2C
SEO in Gurugram changed in 2026: page-one rankings still matter, but 68% of Google searches now end without a click and AI Overviews sit on more than 20% of results. Here is what to buy, what it costs in rupees, and how
Frontier models cluster within points on every eval, and your workload reorders them. A senior engineer's scorecard for choosing an LLM in 2026: predictability, latency, token economics, and supervision load.
Shubham Saboo's Always-On Memory Agent stores memory in SQLite and consolidates it every 30 minutes with no embeddings. We compare it to RAG on cost, latency and scale, and when to drop the vector database.
On July 21, 2026 AWS split Amazon SES into three plans, Essentials, Pro and Enterprise, while keeping a-la-carte pricing. The plans are not cheaper per email, so the real decision is tooling, not send price.
Ambient AI scribes cut burnout from 51.9% to 38.8% in 30 days, but time savings are modest. A build-vs-buy guide for Indian hospitals: vendor pricing, multilingual accuracy, ABDM, and DPDP consent.
AMD's Instinct MI400 series splits in two: the MI455X for frontier AI and inference, the MI430X for sovereign AI and FP64 HPC. A decision guide to the specs, the cost claims and 2026-2027 availability.
AMD's ROCm 7, plus SCALE and HIPIFY, make some CUDA workloads portable to AMD GPUs. But custom kernels, TensorRT-LLM and NCCL still bind enterprises to NVIDIA. What actually moves off CUDA in 2026.
Google Play requires new apps and updates to target Android 16 (API 36) from August 31, 2026, with an extension to November 1. Here's what breaks and a step-by-step migration checklist.
AWS reduced ECS Managed Instances management fees 60% for P-series and Trainium and 35% for G-series from July 1, 2026, the same day Capacity Block GPU rates rose. Here is how to capture the cut, with configuration
On July 14, 2026 AWS made Security Hub scan Microsoft Azure resources next to AWS, at the same per-resource price. Here is what it covers, what it costs, how it compares to Microsoft Defender for Cloud and Wiz, and when
Anthropic gave Claude Enterprise admins real cost controls on July 2, 2026: org and per-user spend limits, budget alerts at 75% and 90%, an eight-endpoint Spend Limits Admin API, and Analytics exports into Datadog
Claude Sonnet 5 launched on June 30, 2026 at $2/$10, a price Anthropic made permanent on August 10, cancelling the September 1 rise to $3/$15. Its new tokenizer counts about 30% more tokens. The cost math and fixes.
On July 6, 2026 Databricks Genie moved to pay-as-you-go DBU billing beyond a free per-user allowance. Here is how to set budgets, per-user caps and a billing query so a Genie rollout never surprises finance.
Databricks Genie meters text-to-SQL in DBUs from July 6, 2026; Snowflake Cortex Analyst bills per message at a flat AI Credit price. A 2026 comparison of which is cheaper to run and easier to forecast.
On July 14, 2026 AWS Security Hub started scanning Microsoft Azure next to AWS at the same per-resource price. The tool is cheap; acting on the findings is the hard part. eCorpIT runs multicloud posture management
RAG is the right first choice for most LLM applications, but not all. This guide shows when fine-tuning an open model beats RAG, what a LoRA run costs in 2026, and how eCorpIT delivers domain adaptation for Indian teams.
Gemini charges thinking tokens at the output rate, which is why a reasoning-heavy coding session on Gemini 3.1 Pro can burn cash fast. Since the free Code Assist and CLI tiers ended on June 18, 2026, that spend is now
GPT-Live listens and speaks at once, and since 10 September 2026 it has had a developer API. A senior engineer's read on full-duplex voice, Realtime API pricing at $32/$64 per million tokens, and what to build now.
Grafana Cloud added Agent Observability for LLM agents, built on OpenTelemetry. This guide covers instrumentation with OpenLIT, what the traces show, and the trace-volume cost math versus Datadog, Langfuse and Arize
Kimi K3's API costs $3/$15 per million tokens. Self-hosting the 2.8T open weights needs roughly 1.4 TB of VRAM. We size the GPUs, price the node against 2026 cloud rates, and work out the break-even.
The Node.js permission model gained --allow-net in v25 (October 2025). This guide shows how to scope file, network and process access in production, using the 2026 npm supply-chain attacks as motivation.
On July 27, 2026, NVIDIA and 36 partners launched the Open Secure AI Alliance and open-sourced the NOOA agent framework. Most of the tooling predates the alliance. Here is what is new, and a decision framework
Kimi K3 (2.8T), DeepSeek V4 (1.6T) and GLM-5.2 (753B) are all open-weight and frontier-class. This decision matrix compares GPU footprint, API list price, and the monthly output-token volume where self-hosting each one
