Tag: Computing
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Scaling Hierarchical Navigable Small World (HNSW) Vector in Redis
if you have different vectors about the same use case split in different instances / keys, you can ask VSIM for the same query vector into all the instances, and add the WITHSCORES option (that returns the cosine distance) and merge the results client-side, and you have magically scaled your hundred of millions of vectors…
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ChatGPT Does Not Have Opinions
ChatGPT is not a human, and, unlike teachers & librarians & scholars, ChatGPT does not have a consistent, legible worldview. In my experience, it readily agrees with any premise you hand it — and brings citations. It may have read every article that can be read, but it has no real opinion — so it is not a credible…
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Interleaved Thinking
Interleaved thinking is essential for LLM agents: it means alternating between explicit reasoning and tool use, while carrying that reasoning forward between steps.This process significantly enhances planning, self‑correction, and reliability in long workflows. — Read on simonwillison.net/2025/Nov/3/minimax/
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Thinking is not Objective, has a Point of View
The Python developer reads case studies about Go’s performance and their amygdala quietly marks each one as a threat to be neutralized. The Rust advocate looks at identical problems and their Default Mode Network constructs narratives about why “only” Rust can solve them. We’re not lying. We genuinely believe our reasoning is sound. That’s what…
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MCP as Secure Gateway
Instead of a bloated API, an MCP should be a simple, secure gateway that provides a few powerful, high-level tools: download_raw_data(filters…) take_sensitive_gated_action(args…) execute_code_in_environment_with_state(code…) In this model, MCP’s job isn’t to abstract reality for the agent; its job is to manage the auth, networking, and security boundaries and then get out of the way. This makes…
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Setting up a codebase for working with coding agents
For the most part anything that makes a codebase easier for humans to maintain turns out to help agents as well. — Read on simonwillison.net/2025/Oct/25/coding-agent-tips/