gstack is much more valuable than I thought, thanks for putting efforts in this and making this live! @garrytan
today it pointed me to the right content I need to watch to grow my AI journal app @talkamoreai
most people will ignore this!
@vincent_koc chief architect of openclaw made prompting obsolete
dotfiles configure your machine.
dotskills configures your AI.
reusable, versioned, testable “skills” for Codex/Cursor/agents, not throwaway prompts.
github.com/vincentkoc/dotski…
how to make your AI feel human?
I read soul.md today and haven’t stopped thinking about it.
an AI has no continuous memory, every conversation starts from zero. so where does identity live?
answer: in a document called SOUL.md
a “soul file” externalizes the things that make an AI itself: its values, boundaries, the way it relates to people. continuity not of memory, but of self.
soul.md/
how to reduce your @claudeai bill by 38 times?
your AI coding assistant is re-reading half your repo on every review, that’s where the token bill comes from.
code-review-graph fixes it with a structural map of your code that updates in <2s.
It parses your repo into a Tree-sitter graph: functions, classes, calls, imports, tests and stores it in local SQLite.
When a file changes, it traces the blast radius: every caller, dependent, and test that could break. Your AI reads only those.
Numbers from 6 real OSS repos:
• 38x–528x fewer tokens per question
• 100% impact recall
• <2s incremental updates on a 2,900-file project
• Works with Claude Code, Cursor, Codex, Copilot, Windsurf via MCP.
open source repo here: github.com/tirth8205/code-re…
It's never been easier to think clearly about a hard decision.
Open the app. Write what's spinning in your head. Get back the question you've been avoiding.
@talkamoreai is a AI journal that talks back, remembers what you said last month, and connects the dots for you.
364 decisions thought through on talkamore.com/ in the last 30 days.
10 days in the mountains with my mom
found a random swing and just enjoyed the view. then sat with two village women over maggie and tea. ended the day with hot chocolate at a cafe while the sun went down.
saved in my @talkamoreai journal so I don’t forget it.
how am I not depressed yet?
just looked at my memory graph in @talkamoreai
- work stress
- financial stress
- sleep deprived
- relationships
Memory Graph: it is graph that visualizes your AI chats and memories as an interactive network
s/o @DhravyaShah@supermemory
10 days in the mountains with my mom
visited bahu village today. only 180 people live there. dead silent, beautiful. then found a cafe in the middle of nowhere that serves genuinely good pizza.
saved in my @talkamoreai journal so I don’t forget it.
I've been digging into gbrain and just love it!
the LongMemEval recall numbers are wild (~98% R@5).
@garrytan any chance you'll run it on LoCoMo too?
would love an apples-to-apples vs @mem0ai@supermemory , the retrieval-recall vs QA-accuracy gap makes it hard to compare right now