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OpenAI Ultrafast runs GPT-6 Astra at six times the standard token price, and only token generation gets faster. Here is the arithmetic on a realistic month, and the narrow set of workloads that converts latency into value.
Akash Mohapatra
Oct 2, 2026

UAE businesses at or above AED 50 million in revenue must appoint an accredited service provider by 30 October 2026. The appointment fixes your integration surface, so here is what to ask before you sign.
Akash Mohapatra
Oct 2, 2026

AWS put the Well-Architected review in an agent on 1 October 2026. It reads IaC and live accounts well, and it cannot see the tradeoffs your team made on purpose. Here is how to triage the findings.
Akash Mohapatra
Oct 2, 2026

A generated test suite can run every line and assert almost nothing. Mutation testing catches it. Here is how to wire one into CI, which mutants to ignore, and how to feed the survivors back to the generator.
Akash Mohapatra
Oct 2, 2026

A 59.8 MB source map shipped inside a published npm package and exposed 512,000 lines of TypeScript. Nobody was hacked. Here is the release gate that inspects the artefact instead of the repository.
Akash Mohapatra
Oct 2, 2026

Rocky Linux and AlmaLinux match RHEL's ten-year lifecycles and cost nothing. For a mid-market estate with certified middleware, they are still worth more at the renewal table than as a migration project.
Akash Mohapatra
Oct 2, 2026

Next.js 16.3.8 and 15.5.27 close seven vulnerabilities, and nearly every one is scoped by a configuration choice you already made. Here is which ones apply to you, and how to check in ten minutes.
Akash Mohapatra
Oct 2, 2026

India's fisheries product passport is still a proposal. SIMP record-keeping and MPEDA aquafarm enrolment are not, and the EU catch certificate regime excludes farmed shrimp. What that means for what you build.
Akash Mohapatra
Oct 2, 2026

EPFO's VISHWAS 2026 recalculates EPF damages on pre-14 June 2024 defaults at 0.25% to 1% a month. The gazette, the rate you are actually comparing against, and why the reconciliation is the hard part.
Akash Mohapatra
Oct 2, 2026
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