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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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When to shard Postgres: later than you think
Software Architecture & Technical
When to shard Postgres: later than you think

PlanetScale's Neki brings the Vitess team's sharding experience to Postgres. Counterintuitively, a credible managed option is an argument for postponing the decision rather than bringing it forward.

Akash Mohapatra

Sep 11, 2026

Forgejo RCE template repository flaw: what it teaches
Software Architecture & Technical
Forgejo RCE template repository flaw: what it teaches

Generating a repository from a template could recreate a .git folder that git then adopted, giving a malicious template arbitrary reads and process execution on the host. Two other fixes in the same release share the failure mode.

Akash Mohapatra

Sep 11, 2026

OpenAI Agents API: buy the harness, or keep yours?
AI & Machine Learning
OpenAI Agents API: buy the harness, or keep yours?

OpenAI now sells the Codex harness as a managed API: sessions, orchestration, context compaction and recovery. The build-versus-buy question has moved from the model to the loop around it.

Akash Mohapatra

Sep 11, 2026

GPTBot OAI-SearchBot robots txt: what each bot controls
Custom Software Development
GPTBot OAI-SearchBot robots txt: what each bot controls

OpenAI's four crawlers take independent robots.txt settings, and the one governing ChatGPT search visibility is not the one most sites blocked. Here is how to check yours, including what we found on our own.

Akash Mohapatra

Sep 11, 2026

React Native vs native 2026: why Shopify went back
Mobile App Development
React Native vs native 2026: why Shopify went back

Shopify has reversed its most-cited engineering decision and is rebuilding its apps in Swift and Kotlin. The stated reason is not React Native's performance but what coding agents did to the cost of a second codebase.

Akash Mohapatra

Sep 11, 2026

WordPress governance risk business owners keep ignoring
Business Strategy
WordPress governance risk business owners keep ignoring

Nobody put WordPress on a risk register, because it is free and it works. Then a board separated two roles one person held, and the register would have been useful.

Akash Mohapatra

Sep 10, 2026

India labour codes payroll compliance is per-state now
Business Strategy
India labour codes payroll compliance is per-state now

The law arrived in November. The Central Rules took another 168 days. And neither tells you which rules govern an employee sitting in Kerala rather than Gujarat.

Akash Mohapatra

Sep 10, 2026

The HTTP QUERY method RFC 10008 ends the GET or POST bind
Software Architecture & Technical
The HTTP QUERY method RFC 10008 ends the GET or POST bind

Every complex search endpoint has picked between a URL that runs out of room and a POST that cannot be cached. That choice was a limitation of the method set, and the method set just changed.

Akash Mohapatra

Sep 10, 2026

Enterprise AI agent architecture: keep knowledge in git
AI & Machine Learning
Enterprise AI agent architecture: keep knowledge in git

The interesting decision is not the model. It is that expert corrections become reviewable text edits with regression tests, instead of disappearing into weights nobody can inspect.

Akash Mohapatra

Sep 10, 2026

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