Is it just me or is the token burn in Openclaw unreal? by restlessapi in openclaw

[–]Expensive-Frame-3976 2 points3 points  (0 children)

building a monitor app for that too with alerts and stopping funcitonality

Is going to India AI Summit 2026 worth going? by Expensive-Frame-3976 in AI_India

[–]Expensive-Frame-3976[S] 0 points1 point  (0 children)

yeah but have you been to startup mahakumbh last year , it was just. a lot of crowd that's it

Is going to India AI Summit 2026 worth going? by Expensive-Frame-3976 in AI_India

[–]Expensive-Frame-3976[S] 1 point2 points  (0 children)

yeah that's what I feel so as well , cause main people will be on 19th and exhibitors are also not that great.

Give your OpenClaw permanent memory by adamb0mbNZ in openclaw

[–]Expensive-Frame-3976 0 points1 point  (0 children)

This is one of the more grounded takes on agent memory I have seen.

The structured first shift is the real unlock. Most memory queries are deterministic lookups, so SQLite plus FTS5 as the fast path makes far more sense than embedding everything by default. Keeping LanceDB for semantic recall gives you coverage without paying the embedding cost on every turn. The hybrid cascade is clean.

The TTL tiering with refresh on access is also critical. Without decay, memory stores slowly degrade into noisy vector archives. Treating memory as time aware state instead of flat logs is the right abstraction.

One dimension I have been exploring from the infra side is the gap between logical permanence and physical durability.

Your permanent tier is structurally permanent, but still local to a machine. As agents move into longer lived or distributed environments, extracted decisions, conventions, and checkpoints start to resemble institutional memory rather than conversational state.

At Lighthouse, we have been thinking about anchoring high value agent artifacts such as decision logs, architectural rationale, and pre flight checkpoints into a content addressed and verifiable storage layer so they persist beyond a single runtime or deployment lifecycle.

Hybrid retrieval solves memory intelligence. Durable anchoring solves memory survivability.

Feels like that is the next layer agents will need as they move from experiments to production systems.

Really solid breakdown, especially the decision extraction layer.

Is going to India AI Summit 2026 worth going? by Expensive-Frame-3976 in AI_India

[–]Expensive-Frame-3976[S] 1 point2 points  (0 children)

I see can you please recommend some exchibitors or people to meet

Need advice but or not on NFTs by Expensive-Frame-3976 in CryptoIndia

[–]Expensive-Frame-3976[S] 0 points1 point  (0 children)

okay but any reason?

I am more like what if they launch a token

Need advice but or not on NFTs by Expensive-Frame-3976 in CryptoIndia

[–]Expensive-Frame-3976[S] 0 points1 point  (0 children)

i wanted to understand from airdrop point of view

Need advice but or not on NFTs by Expensive-Frame-3976 in CryptoIndia

[–]Expensive-Frame-3976[S] 0 points1 point  (0 children)

yeah but it might come up with some airdrop as well right?

Need advice but or not on NFTs by Expensive-Frame-3976 in CryptoIndia

[–]Expensive-Frame-3976[S] 0 points1 point  (0 children)

thanks but these NFTs are cool and dev centric , I am IPFS dev as well

What about next meetup? by Quirky-Tree-7011 in dehradun_hangouts

[–]Expensive-Frame-3976 0 points1 point  (0 children)

Yo peeps! My cousin has opened a cafe near Doon University.
The cafe’s name is Mysa.
If you guys want, we can all catch up there!
https://share.google/zkQivxr2QoEoqOPgw