golem 1.0.0 is here | R-bloggers
Do you want to share your content on R-bloggers? click here if you have a blog, or here if you don’t.
You can read the original post in its original format on ThinkR’s Rtask site here: golem 1.0.0 is here
After years spent powering Shiny applications in production, golem — our informed framework for building production-quality Shiny applications as R packages — has finally reached a symbolic milestone: the release 1.0.0. It’s more than just a version change. This is a mature and stable API, and it’s a good time to clean up some legacy behaviors along the way.
Here are the new features in this version:
- 🤖 Agent skills – the main feature.
golemI can now install agent skills (Claude Code /AGENTS.mdlayout) directly in your project, so that your coding assistant natively understands Golem conventions: add a module, a function, run a check, correct missing elementsns()calls… Activate them upon creation withcreate_golem("myapp", with_agents = TRUE). - 🐳 A Docker/reworked
renvdeployment history. Multi-stage Docker files by default, production mode enabled from the start, plus two new wizards:add_github_action()Andadd_gitlab_ci()– to generate a minimal deployment CI for new applications. - ✨ Modernized console output. Every message, progress bar and comment line has been standardized with the
clipackage for a cleaner, more consistent experience. - 🔌 Working JavaScript bindings ready to use.
add_js_input_binding()Andadd_js_output_binding()Now generate working bindings – no more manual skeleton completion – with a ready-to-use R companion file. - ⚠️ Significant changes. Unified
golem_wdpath argument, a reworked argumentget_current_config()some functions removed and stricteradd_*/use_*aids. Read before upgrading an existing project.
Getting started (or upgrading) is a simple solution:
install.packages("golem")
golem::create_golem("myapp", with_agents = TRUE)
👉 Read the full announcement on golemverse.org →
This article is best presented on its original ThinkR website here: golem 1.0.0 is here
Related
PakarPBN
A Private Blog Network (PBN) is a collection of websites that are controlled by a single individual or organization and used primarily to build backlinks to a “money site” in order to influence its ranking in search engines such as Google. The core idea behind a PBN is based on the importance of backlinks in Google’s ranking algorithm. Since Google views backlinks as signals of authority and trust, some website owners attempt to artificially create these signals through a controlled network of sites.
In a typical PBN setup, the owner acquires expired or aged domains that already have existing authority, backlinks, and history. These domains are rebuilt with new content and hosted separately, often using different IP addresses, hosting providers, themes, and ownership details to make them appear unrelated. Within the content published on these sites, links are strategically placed that point to the main website the owner wants to rank higher. By doing this, the owner attempts to pass link equity (also known as “link juice”) from the PBN sites to the target website.
The purpose of a PBN is to give the impression that the target website is naturally earning links from multiple independent sources. If done effectively, this can temporarily improve keyword rankings, increase organic visibility, and drive more traffic from search results.