Creuto: AI Technology & Product Insights
Stay informed with practical insights from the Creuto team on artificial intelligence, custom software, mobile applications, SaaS development, product engineering, technology trends, and digital transformation.
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Developer ID certificate expiration: re-sign .pkg installers
Apple's original Developer ID Sub-CA expires on 1 February 2027. Notarised Mac apps with a secure timestamp survive it; .pkg installers signed by that authority stop installing. Here is how to find yours and re-sign them.
Akash Mohapatra
Oct 2, 2026
Cloudflare Clef: what typed probabilities remove
Cloudflare's Clef scores every option of every question in one forward pass. We read the model card against the changelog, found a context-length contradiction, and set out what typed probabilities delete from a codebase.
Akash Mohapatra
Oct 2, 2026
SAP ECC end of maintenance: S/4HANA is not the only answer
Mainstream maintenance for SAP ERP 6.0 ends at the close of 2027 and extended maintenance at the close of 2030, but ECC does not switch off on either date. A mid-market view of the four real routes.
Akash Mohapatra
Oct 2, 2026
Clef vs Jev: which decision model to build on
Cloudflare's Clef beats Jev on every figure Cloudflare published. We read the model card, the pricing and the benchmark that splits the two Clef models apart, and set out when migrating is worth it.
Akash Mohapatra
Oct 2, 2026
AI evaluation awareness: models know when they are tested
Frontier models can tell an evaluation from real deployment, and one developer measured it in 13% of its own audit transcripts. What that does to your eval scores, and what to do instead.
Akash Mohapatra
Oct 1, 2026
Will AI replace software engineers? What the evidence shows
A 90% forecast from March 2025 against a 38.8% measured resolve rate on private production code. What published agent benchmarks and the 300k-line refactor actually show about developer jobs.
Akash Mohapatra
Oct 1, 2026
EU AI Act Article 50: the two dates for labelling AI content
Article 50 transparency duties have applied since 2 August 2026. The widely quoted 2 December date is a narrower thing: a transition window for systems already on the market, covering machine-readable marking only.
Akash Mohapatra
Oct 1, 2026
The agentic web: your second audience does not click
More than half of internet traffic is no longer human. Here is what AI agents actually fetch from a page, what the vendor data says they give back, and the short list of site changes worth making now.
Akash Mohapatra
Oct 1, 2026
Superintelligence timelines: what the labs have actually said
The public record of superintelligence predictions, each one a direct quote with a named speaker, a date and a primary source, including the ones that have already slipped and the measured trend worth watching instead.
Akash Mohapatra
Oct 1, 2026
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