¯\_(ツ)_/¯

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

Their CEO, Alex Zhavoronkov, told CNBC that Insilico has already developed at least 28 drugs using generative AI tools, with nearly half already at a clinical stage. They develop their models in Canada and the ME, and then conduct the early preclinical drug development in China.

Is anyone paying attention to AI MUSIC ? Suno just hit $300M ARR with 2M PAID users. they’re generating 7 MILLION songs per day. that’s Spotify’s entire catalog every 2 weeks 😭

Amazon groceries are like 30% cheaper than Safeway now wtf

me and claude code all day every day

I dunno man seems like wars are super easy when the objective is to win and not launder a trillion dollars to your friends in the DC-VA-MD area for decades

when Elon fired 80% of twitter, he’s crazy when Jack fires 40% of block, he’s visionary honestly, I think the biggest takeaway here is that Jack just seems to overstaff his companies by roughly 40%-80%

talked to a few execs at a mid-size company last week. no AI tools in their workflow. zero. still running everything through email chains + manual reports. one of them didn’t know what Claude was. only messed around with ChatGPT. these are people managing teams of 50+ employees and eight-figure budgets. and they think this is a fad. nobody outside of this app understands how fast this is moving. and most of them won’t until it’s too late.