Morning · Monday, June 8
AI Brief
MCP for persistent patterns – steal this.
TL;DR
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Business 1 item · Roux outbound · pitch sites · agency ops
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01
Show HN: ARouter – drop-in OpenAI/Anthropic proxy that cuts cost and fails over
AI proxy cuts costs/failover for agency.
github.com/sricola
Skills 10 items · Claude Code patterns worth stealing
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Show HN: AI Boost – an MCP for accessing your everyday patterns
MCP for persistent patterns – steal this.
ai-boost.io -
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VoltAgent/awesome-design-md ★88,406
Drop DESIGN.md to steer agent UI generation
github.com/VoltAgent -
03
Show HN: Agam – Activation-based memory for Claude Code, not retrieval
Activation memory for Claude sessions.
github.com/CrypticCortex -
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I made Claude Code 100x better and 40% more efficient
Efficiency tips for Claude Code.
claynicholson.com/blog -
05
Queen-Bee Agents: A BeeSpec-Centered Architecture for Governed Enterprise MCP Orchestration
Enterprise MCP orchestration pattern for agents
arxiv.org/abs -
06
NTILC: Neural Tool Invocation via Learned Compression
Learned compression for tool calling in agents
arxiv.org/abs -
07
To Call or Not to Call: A Framework to Assess and Optimize LLM Tool Calling
Framework for optimizing tool calling decisions.
arxiv.org/abs -
08
SWE-Explore: Benchmarking How Coding Agents Explore Repositories
Benchmark for repo exploration by coding agents, directly applicable to Claude Code workflows
arxiv.org/abs - 09
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Show HN: I put my Claude Code rate-limit burndown in the status line
Rate-limit status line for Claude.
aimhuge.com/blog
General 1 item · Industry · models · policy
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When to Think Deeply: Inhibitory Deliberation for LLM Reasoning
Reasoning depth strategy; relevant to Adaptive Thinking.
arxiv.org/abs