Product
What Claude Agent Skills mean for teams
Anthropic donated Agent Skills to the Agentic AI Foundation. What Claude Agent Skills mean for teams that share one skill across several AI tools.
Blog
Ideas on governing AI capability — skills, prompts, agents, MCPs, and secrets.
Blog
Security
Your AI tools are part of your software supply chain
The LiteLLM compromise began with one key that was never revoked. What software supply chain security means once AI agents hold your credentials.
Product
Custom GPTs are becoming ChatGPT plugins. Plan the move.
Custom GPTs are moving to ChatGPT plugins. Here is what transfers, what does not, and how to keep your instructions in one portable source.
Product
Custom instructions don't scale to a team
ChatGPT custom instructions are personal settings. Here is what to put in them, and how teams keep one shared, versioned source.
Security
Treat AI agents as non-human identities
AI agents and MCP setups are non-human identities. Vault secrets, refer by name, and substitute only on outbound HTTP.
Security
Secrets sprawl in AI teams
Secrets sprawl scatters API keys across chats, env files and agent configs. Store them in a vault and refer by name. Packages never carry values.
Security
Agent credentials without pasting keys
Agent credentials belong in a vault, not in prompts. Packages carry name hints. Controlled substitution is designed to keep values out of model context.
Product
Onboard teammates onto approved prompts, skills and MCPs
New starters should get approved prompts, skills and MCP servers, not five conflicting copies. Approved catalogues and sharing levels make AI onboarding repeatable.
Governance
Beside your IDP, not instead. AI assets vs software catalogue.
Your IDP owns the software service catalogue. Joyst governs your AI assets. The two do complementary jobs, and Joyst is not a Backstage alternative.
Product
Agent packages across harnesses. Assemble once, reuse cleanly.
Packaging defines what an agent includes: skills, MCPs, prompts and secrets by reference. One private package beats rebuilding the setup for every harness.