Founder of eCorpIT. Hands-on engineer leading senior-only delivery for AI apps, custom software, and cloud systems for global clients.
Eight free tools engineers use in 2026 to measure LLM API costs — pre-flight token counters, production observability, cross-provider calculators. GPT-5, Claude, Gemini prices verified Aug 2026.
OpenAI cut GPT-5.6 Luna by 80% and Terra by 20% on 30 July 2026, and Amazon Bedrock passed both through automatically. Luna now costs $0.20 per million input tokens on both paths, which removes the pricing argument
Two AI code reviewers, two pricing models, one shared deadline. OpenAI retires GPT-5.4 from Codex on 31 August 2026 while GitHub's promotional credits end the same night, and the token economics move in opposite
GitHub gave enterprise owners a central MCP allowlist on 6 August 2026. VS Code removed the ChatAgentHostEnabled admin policy on 5 August. One week, one control gained and one lost - and GitHub's own docs say the new
India's ad market is forecast to reach Rs 1,74,605 crore in 2026 with digital taking 64%. Here is what that market structure does to Gurugram agency quotes, the four fee models in use, and the questions that move
The classic Azure landing zones Terraform module is pinned to AzureRM 3.x and was scheduled for archive on 1 August 2026. Getting to AzureRM 5.0 is a module migration, not a version bump.
CNCF's Q1 2026 Technology Radar places Backstage, Helm and kro in Adopt, and just 28% of surveyed organisations run a dedicated platform team. Here is how to build an internal developer platform that engineers use
On 6 August 2026 the RBI issued nine Amendment Directions covering how regulated entities deploy technology-based recovery on a borrower's financed mobile device. They take effect 1 January 2027. Here is the engineering
Google Cloud Billing added an Originating products filter on 7 August 2026, so Gemini Enterprise spend no longer hides inside Vertex AI Search. The catch: the dimension is console-only, disables forecasting, and has not
GitHub's promotional AI credit allowance ends after 31 August 2026, cutting the pooled monthly allowance 37% for Copilot Business and 44% for Enterprise. Here is the arithmetic and the four defaults behind it.
Superblocks 3.0 runs inside your own AWS VPC with inference on Amazon Bedrock, from $100 a month billed annually. We break down the real build-vs-buy math for internal tools in 2026, including the costs neither side
Terraform 1.16.0-beta1 (23 July 2026) adds destroy = false to resource lifecycle blocks, on_failure modes for action triggers, import blocks inside modules and Mermaid graph output. A working guide to each, with
AI coding agents made writing software cheap and unclear intent expensive. CISQ puts poor software quality at $2.41 trillion a year in the US. Here is what a 3-week discovery sprint produces, and when to skip it.
Terraform AzureRM provider 5.0 landed on 27 July 2026. It registers no Azure Resource Providers by default, turns enhanced validation off, and deletes the legacy App Service resources. Here is the HCL that keeps your
Azure's Isolated v4 tier for App Service Environment v3 costs 31.4% more per instance than Isolated v2 in Southeast Asia, while the identical v4 hardware made multitenant Premium 17.8% cheaper. Your fleet has to shrink
Two separate regulatory changes now govern how apps reach phones in Brazil: Apple's CADE settlement opened alternative marketplaces and alternative payments on iOS 26.5, and Google requires registered apps on seven
Indian government websites and apps are held to GIGW 3.0, which adds 17 WCAG 2.1 success criteria, a CERT-In cybersecurity chapter and STQC Website Quality Certification. Here is what those four gates change about how
Most observability overspend is not a vendor problem. It is a data-model problem meeting a billing rule nobody read. Here are the six published rules that move the number, with the primary sources.
PostgreSQL 14 reaches end of life on 12 November 2026. AWS starts Extended Support billing on 1 March 2027, Azure on 12 December 2026 and Google Cloud on 1 February 2027 - three different clocks, one upgrade plan.
On 4 August 2026 a worm published poisoned versions of keyv and cacheable carrying valid npm provenance. Rotating credentials first triggers a dead-man's switch. Nine controls for Node-heavy teams, and what npm v12 does
Trackers spiked from 1 August 2026 and publishers reported swings of 14% to 70% both ways, yet Google's Search Status Dashboard stayed clean. Here is the order that separates ranking loss from a measurement fault.
Kubernetes v1.36 landed on 22 April 2026 with 70 enhancements. Three changes will actually break production clusters, one widely repeated claim about IPVS is wrong, and EKS extended support costs 6x standard. Here is
CVE-2026-9198 chains two Langflow API endpoints into unauthenticated remote code execution on default deployments. IBM rates it CVSS 9.8, CISA calls it exploited, and the fix is a version bump plus three configuration
A2A reached 150 supporting organisations and a stable 1.0 specification in 2026, while MCP shipped a stateless protocol core on 28 July 2026. Most enterprise agent systems need only one of them. Here are five tests that
Rspack 2.0 shipped 22 April 2026 and Vite 8 with Rolldown shipped 12 March 2026. One keeps your webpack configuration, the other asks you to rebuild around it. Here is what the numbers actually support.
The crawl-to-refer ratios circulating in 2026 are a year out of date. Anthropic fell from 38,744:1 to 1,917:1 in twelve months, OpenAI from 1,104:1 to 251:1, and Cloudflare says every figure overstates the case.
Google has not published a Play deadline for API level 37. That does not make the bump safe: eleven behaviour changes fire the moment you target Android 17, and the SMS OTP delay alone can break a login flow
Apple's creative assets reach App Store product page headers and search results in iOS 27, and Asset Library decouples artwork review from binary releases. Here is what to produce, what gets rejected, and how to test it.
Anthropic gave 31 days' notice on the Workbench retirement and has shipped four 400-error surfaces on current models. Here are five dated Claude API deadlines to 24 November 2026, and the request changes each needs.
Editing the tools array mid-session invalidates the entire Claude prompt cache. The mid-conversation-tool-changes-2026-07-01 beta replaces that edit with two content blocks, and the price gap between a cache read and
Twelve days from the Content API for Shopping sunset: what Google's own guide says, including the extended-access form nobody mentions and the micros multiplier that silently misprices a catalogue.
GitHub shipped two Copilot cloud agent changes on 3 August 2026: a per-task reasoning level and automations that fire on issue or pull request comments. Both raise token spend, and GitHub's billing doc says nothing
Google Cloud's DORA team models a 39% first-year return on AI-assisted development, then tells you not to treat it as a formula. What it assumes, the productivity dip it hides, and the cost line most rollouts miss.
Apple's creative assets arrive on the App Store in iOS 27 and iPadOS 27, adding a product page header and a search results asset to the artwork you already maintain. The constraints are unusual, the templates are free
Microsoft Graph caps each app at 130,000 requests per 10 seconds, and EWS is gone by 1 April 2027. Here is how to cost and buy Microsoft 365 integration work that outlives the next deprecation.
CSCRF is written as a compliance framework and lands as an engineering programme: a SOC, a 23-parameter capability index, an SBOM for every core system, CERT-In empanelled audits on a fixed calendar, and a 2-hour
Client-side pixels lose a structural share of conversions in 2026 to ad blockers and consent refusal. Here are the real sGTM hosting costs, the consent-mode pitfalls, and how eCorpIT rebuilds measurement without
NPCI's 30% market-share cap for any single UPI app is scheduled for 31 December 2026, and the top two apps were still at a combined 79% in May 2026. Here is what that means for merchant checkout, and the multi-PSP
A build guide for Indian operations teams: what a warehouse app must do on day one, which offline sync engine to pick, what rugged handhelds cost, and how the 1 August 2026 GST e-way bill change lands.
Microsoft starts disabling Exchange Web Services on 1 October 2026 and finishes on 1 April 2027. The decision point is earlier: the end of August 2026 allow list deadline.
Android Gradle plugin 9.0 removed support for applying the Kotlin Gradle Plugin. Flutter 3.44 works around it with two opt-out flags, but built-in Kotlin needs Flutter 3.47. Here is the real upgrade decision.
GitHub's managed-settings.json went GA on 1 July 2026 with 5 keys. By 3 August it gained per-team overrides and a separate model policy preview. Here is the file layout, the merge rules, and where the reference
Google Play announced the changes on 15 July 2026 and set a single compliance date of 26 August. Anonymous and random chat apps must block minors, self-certify five child-safety standards, and stop targeting children
Muse Code's contributor tier prices Muse Spark 1.2 at $0.10 per million input tokens against $1.25 on standard. The discount is real, and so is the second price: 50x fewer requests and a licence to train on your code.
Open weights closed the intelligence gap from 13 points to 6, yet enterprise share fell to 11%. New August 2026 data shows identical weights scoring 22% or 37% on tool calling depending only on the endpoint.
Google announced a Play Policy Insights skill in the 15 July 2026 policy update, an open-source SKILL.md that grounds a coding agent in Play policy. It shares a name with an older Android Studio lint feature, and
PostgreSQL 14 gets its last community patch on 12 November 2026, and on Amazon RDS the paid clock starts 1 March 2027 at a published $0.100 per vCPU-hour. The real question is not whether to upgrade but which version
RBI's E-mandate Framework 2026 replaced eight circulars with one code. Two clauses are genuinely new, one disables your customer-set card controls, and the 24-hour pre-debit notice reshapes the billing scheduler.
Twenty days from Shopify's non-Plus Thank you and Order status deadline: what the Help Center says, working custom pixel code, the subdomain requirement that silently breaks consent, and why event counts drop.
CVE-2026-20253 is the first Splunk vulnerability ever added to CISA's KEV catalog: an unauthenticated RCE via the PostgreSQL sidecar. Here is the version matrix, the temporary workaround, and an hour-by-hour SOC runbook.
Three separate breaking changes hit self-hosted Supabase inside seven weeks: the default API gateway swaps from Kong to Envoy, CREATE EXTENSION stops honouring pinned versions, and the logs.all Management API endpoint
Zendesk removes AI agents Essential and legacy bot builder on 10 December 2026, development ends 31 August. Rebuilds are manual, agents are now single-channel, and billing moved to resolution tiers in May.
Machine identities outnumber humans 109 to 1 and 12% of organisations have given AI agents privileged access to core systems. Okta's Permiso deal shows where agent identity governance is heading.
Google now offers Gemini inside Indian data centres two different ways: air-gapped on Google Distributed Cloud, and in-region through Gemini Enterprise. RBI's payment-data directive asks for storage in India, not
Continue On is Android 17's cross-device handoff feature, and it is off by default on every activity. Here are the four APIs that turn it on, the 50KB extras limit that governs what you can carry, the web fallback path
The fix for a padding-oracle bug in Apache Tomcat's cluster encryption moved super.messageReceived() outside its try block. On the affected versions, a decrypt failure now forwards attacker bytes to a bare
Microsoft retires the Bing Webmaster Tools SOAP and POX/HTTP APIs on 31 August 2026. Your API key, quotas and method names survive. The URL path and the response envelope do not. Here is the cutover.
Enforcement starts 30 September 2026 across seven app stores in four markets, and a D-U-N-S number can take 28 days to issue. Here is the six-week plan, the signing-key traps and the APIs that automate registration.
On 31 August 2026 Google Play stops accepting app updates that target below Android 16 (API level 36). This is a build-and-behaviour change, not a version bump. Here is what actually breaks, a realistic three-week plan
India is still the world's largest app download market, but Q2 2026 was the quarter it started paying: $345 million in consumer spending, up 35% year on year. The ASO levers that matter have changed with it.
