Posts, page 2
![Fine at 15 tools, lost at 300]()
Fine at 15 tools, lost at 300
ComplexMCP puts agents in stateful MCP sandboxes with hundreds of interdependent tools. Retrieval saturates, checks get skipped, and recoverable errors become surrender.
![RTK cuts the bash noise you get billed for]()
RTK cuts the bash noise you get billed for
RTK is a Rust proxy that compresses bash output before a coding agent reads it, so those tokens never hit the bill.
![Perplexity ships an Agent API]()
Perplexity ships an Agent API
Everybody has an agent platform these days. Perplexity's is search, tools, and multi-model orchestration behind one endpoint.
![Repeat the prompt when the model is not reasoning]()
Repeat the prompt when the model is not reasoning
When reasoning is off, send the query twice. Gemini, GPT, Claude, and Deepseek all improved, with no extra output tokens and no extra latency.
![OpenClaw is the third name this week]()
OpenClaw is the third name this week
Clawdbot became Moltbot, then OpenClaw, in about 72 hours. The lobster kept the job. The personal agent on your machine is the part that will last.
![Beautiful Mermaid renders diagrams as SVG and ASCII]()
Beautiful Mermaid renders diagrams as SVG and ASCII
Beautiful Mermaid is an open source Mermaid renderer from Craft: 16 themes, SVG and ASCII, built to be fast enough for agents.
![Skills are procedures, not tools]()
Skills are procedures, not tools
Anthropic's Agent Skills are folders of instructions, scripts, and resources the model loads when the job matches. That is a procedure pack, not another API.
![The loop found a better matrix multiply]()
The loop found a better matrix multiply
DeepMind's AlphaEvolve evolves programs against an automatic grader. It found a 4x4 matrix multiply with 48 multiplications, and shipped heuristics inside Google.
