just solved cloud api access issue in llama'ass - used some cloud API calls from 3 interfaces also STT voice search need https://local-lan-host too webrtc rules. #tipstr agentbots are also possible for other platforms - but maybe as famous or compact as openclaw for now UI manual / agent -> ROUTING -> MODELS (web_search) do ur own custom one based of final purpose n easiest implement n cheapest calls there is no one size fit all - using web n cli both active - $0 hw if already have something decent don't focus too much on openclaw nanobot only

FOSS vibe coding may be free service usage n fee can always be charged

semiconductor coding languages evolution BASIC COBOL PASCAL .. SH JAVA C++ ... RUST PYTHON HTML ... 2027 ENGLISH - *** VIBE CODING LANGUAGE *** (any human language)

100% free Minimax M2.5 and Kimi K2.5 for a limited time on CLINE CLI 1.8 #offerstr #demostr

any video recording is no longer a PROOF OR EVIDENCE in court unless forensic report is done by AI fully #FACTSTR #seedance

slow ai human progressing with all alerts of spyware malware bumpers claude virgin screenshot - maiden vibe code test only nothing rocket science about it also post about shakespeare web based later - its pretty good clawbot is only good for AGENT RUN 24/7 is most minimal form - isolated with dummy accounts for now no need 2fuck with apple mac. just on existing minipc /vps/oldphone or $10 board is good once u get the idea running from cloud is ok learn/test so long ur data is not sensitive.

GOLD $20,000 CALLS SURGE DESPITE RECORD SELLOFF Deep out-of-the-money bullish bets on gold are building even after a historic correction. 35K 37K 39K whispers rumors dreams were published before in many places 2028 will be the year of ...

@2Pac 75k was good entry BUT did not happen😰 just 71k

#TIPSTR When local models make sense: OWN PC / FARM You have consistent, predictable load (not bursty) You need privacy (sensitive data that shouldn't hit external APIs) You're running high-volume, low-complexity tasks (data processing, classification, routine checks) You have spare compute (existing server, gaming PC that's idle during work hours) When local models don't make sense: PAY PER USE You need frontier capabilities (extended reasoning, complex creative work, advanced coding) Your workload is bursty (you'd be paying for idle hardware) You don't want to manage infrastructure

ACTION GOLD N SILVER WILL BE WILD AS PHYSICAL MARKET REMAINS CLOSED for ~10 DAYS