deep thinker, analyser

Joined June 2009
Mahesh Patil retweeted
Managing API keys is one of the top security concerns we hear from customers. Today we’re introducing keyless auth for Claude Platform: authenticate via browser with the CLI, or let workloads use their existing cloud identity (AWS, GCP, Azure, or any OIDC token provider).
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Mahesh Patil retweeted
Claude code source code has been leaked via a map file in their npm registry! Code: pub-aea8527898604c1bbb12468b…
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Mahesh Patil retweeted
Based on everything explored in the source code, here's the full technical recipe behind Claude Code's memory architecture: [shared by claude code] Claude Code’s memory system is actually insanely well-designed. It isn't like “store everything” but constrained, structured and self-healing memory. The architecture is doing a few very non-obvious things: > Memory = index, not storage + MEMORY.md is always loaded, but it’s just pointers (~150 chars/line) + actual knowledge lives outside, fetched only when needed > 3-layer design (bandwidth aware) + index (always) + topic files (on-demand) + transcripts (never read, only grep’d) > Strict write discipline + write to file → then update index + never dump content into the index + prevents entropy / context pollution > Background “memory rewriting” (autoDream) + merges, dedupes, removes contradictions + converts vague → absolute + aggressively prunes + memory is continuously edited, not appended > Staleness is first-class + if memory ≠ reality → memory is wrong + code-derived facts are never stored + index is forcibly truncated > Isolation matters + consolidation runs in a forked subagent + limited tools → prevents corruption of main context > Retrieval is skeptical, not blind + memory is a hint, not truth + model must verify before using > What they don’t store is the real insight + no debugging logs, no code structure, no PR history + if it’s derivable, don’t persist it
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Mahesh Patil retweeted
A senior Google engineer just dropped a 421-page doc called Agentic Design Patterns. Every chapter is code-backed and covers the frontier of AI systems: → Prompt chaining, routing, memory → MCP & multi-agent coordination → Guardrails, reasoning, planning This isn’t a blog post. It’s a curriculum. And it’s free.
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Mahesh Patil retweeted
Introducing a new upgraded vibe coding experience in @GoogleAIStudio. You can now turn any idea into functional, production ready apps. Build multiplayer games, collaborative tools, apps with secure log-ins and more.
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Mahesh Patil retweeted
Popular Science
@PopSci20 Sep 2014
Meet Stella: She’s a solar powered family car that can power your house when she’s parked popsci.com/article/cars/sola…
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4 Good Reminders When You’ve Had a Bad Day marcandangel.com/2014/04/09/…
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Mahesh Patil retweeted
TIME
@TIME7 Apr 2014
9 animals that are on the verge of extinction ti.me/1hwRJII
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Mahesh Patil retweeted
Going nuts working from home? 5 sanity-saving tips: onforb.es/1q7wmox
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Trending: The Economist explains why homeopathy is nonsense econ.st/1shvC26
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Should you hit the snooze button? Yes, that extra 10 minutes helps you wake up, one expert says. on.wsj.com/1rLXcnV
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Mahesh Patil retweeted
Five types of bad bosses (and how to beat them) onforb.es/1jG5yMF
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Mahesh Patil retweeted
Why the "sharing economy" is bad for friendship onforb.es/1kErHYO
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Mahesh Patil retweeted
SAPVoice: Can Technology Fix Team Chemistry Problems In Pro Sports? onforb.es/1k5OLzj @SAP
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Mahesh Patil retweeted
If you want to avoid being replaced by a robot, here's what you need to know onforb.es/1k27w6R
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Mahesh Patil retweeted
If you're a perfectionist, it could be seriously holding you back. Here's how to move past it: onforb.es/MPjuVr
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Prof. Joseph Badaracco comments on CVS' strategy to stop selling cigarettes @post_lead wapo.st/1jikKyx
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Mahesh Patil retweeted
Make the most if it. "29 Ways You’re Wasting Time Today" bit.ly/1eJB3Nn
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Mahesh Patil retweeted
10 LinkedIn blunders that make you look like an amateur: onforb.es/1i5vHQJ
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