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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LLM cost optimization: open-weight models run 56% of tokens, 14% of spend
Vercel's gateway data shows open-weight models ran 56% of tokens in August but took 14 cents of every dollar. Production teams already tier models by task; here is how to do it deliberately.
Akash Mohapatra
Sep 19, 2026
AI code migration: GitHub went incremental, Bun went big bang
GitHub moved its Copilot runtime to Rust in 128 pull requests while shipping 135 releases. Bun moved 535,496 lines of Zig in eleven days. The difference is what each trusted to prove the new code right.
Akash Mohapatra
Sep 18, 2026
HubSpot API deprecation: v1–v3 unsupported, private apps next
HubSpot has stopped supporting its v1–v3 APIs and legacy apps, with enforcement in September 2027. The closer deadline is 28 September, when new accounts lose legacy private app creation.
Nihar Ranjan Rout
Sep 18, 2026
Vulnerability prioritization: why a CVSS 9.8 can wait
Severity scores describe the flaw, not your exposure. Combine CVSS with CISA's exploited list, FIRST's EPSS and four business questions to turn thousands of findings into a short, defensible list.
Akash Mohapatra
Sep 18, 2026
Reddit Data API: register your app by 30 September
Reddit plans to gradually restrict its public Data API and move third-party apps onto its Developer Platform. Nothing breaks this month, but Reddit wants apps registered by 30 September.
Akash Mohapatra
Sep 18, 2026
Odoo vs custom ERP: what Odoo really costs in India
Odoo lists ₹580 a user a month in India, but that is a first-year discount on the Standard plan, and customising Odoo puts you on Custom at ₹1,140. Here is the five-year comparison with a custom ERP.
Nihar Ranjan Rout
Sep 18, 2026
EPF wage ceiling 25000: what payroll must change from 17 September
The Cabinet has raised the mandatory EPF wage ceiling to ₹25,000 from 17 September, the first change since 2014. The rule is simple; finding every place your payroll assumed ₹15,000 is the work.
Akash Mohapatra
Sep 18, 2026
WhatsApp Business API integration: what Meta's new MCP server changes
Meta's WhatsApp Business Tools MCP lets Claude, Codex or Cursor set up numbers, templates and webhooks. The 24-hour rule, opt-in and CRM wiring still decide whether the integration works.
Nihar Ranjan Rout
Sep 18, 2026
AI coding agent success rate on private code: 38.8% at best
On tasks from licensed private codebases, the best coding agent solved 38.8% of attempts and the eight-agent average was about 27%. Missed requirements and integration errors led the failures.
Akash Mohapatra
Sep 18, 2026
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