@tobiasjames_eth Yep, I'm experimenting with combining Wayfinder and the teach skill for learning. Wayfinder plans the path, teach skill teaches it one lesson at a time.
@Jhaddix@mattpocockuk Cool, for me it's hybrid. First I pour my full context, then at the end I tell it to ask me if it has any questions. That's where I use grill-me ๐.
Biggest takeaway from Opus 5.5: your last mistake doesn't define you, how you respond to it does. Take the feedback, refine, ship. People will come back.
#Claude#Anthropic#Buildinpublic
Introducing Claude Opus 5.5, the first model in our new Claude 5.5 family.
It performs at the level of Claude Fable 5.1 for most tasks, and costs 40% less to run than Opus 5.
@mattpocockuk 's /wayfinder and /teach skill makes the killer combo
Wayfinder creates me a full curriculum of an unknown topic week by week plan with my own destination.
Teach takes each week plan and created me the tailored lessons .
Which is super cool ๐
We need to worry far more about AI agent security than chatbot security.
A RAG bot mostly retrieves information and generates text. An AI agent can take actionsโaccess systems, call APIs, execute workflows, make decisions, and interact with real-world infrastructure.
As AI agents become more autonomous and capable, the attack surface grows just as fast. Prompt injection is only the beginning. Agent identity, permissions, memory, tool access, and runtime security will become critical.
Detection approach (planned):
Regex/keyword rules
Semantic detection
LLM-as-judge โ catch multi-turn attacks that unfold slowly across a conversation
Starting the build. Will share progress as I go
Building an LLM SIEM ๐ก๏ธ
Been thinking about this a lot: LLM apps are a new attack surface (prompt injection, jailbreaks, PII leakage) and most companies have zero visibility into it. Traditional SIEMs weren't built for this.
So I'm building one
Core features:
Detect prompt injection attempts
Real-time alerts to security teams
Block/prevent PII from leaking to the LLM
Giving full visibility on Llm prompts and responses