@sama Interesting, let us see how it would capture and transcribe some of the interesting accents we have in Nigeria and around Asia? Please let ChatGPT not be bias
π¨ Sonnet 5 just replaced your $150K/year developer.
What used to take a senior dev a 2-week sprint now ships before your morning coffee.
β No more 2-week sprints for features that should ship in hours
β No more $150K/year salary sitting on a single bottleneck
β No more sessions that forget everything and restart cold
β No more broken code shipping because no one actually ran it
Just 67 agents. 9 folders. 38 files. Drop into Cursor or Claude Code.
Here's how it works:
β Prompt Library (15+ routing rules. Every request lands in the right folder.)
β Research Engine (5-tier confidence rubric. Verified beats plausible.)
β Planning Core (scope locked before a single tool opens.)
β Build Loop (proven by running the code, not reading it back.)
β Debug Protocol (5-whys trace. No fix gets tried twice.)
β QA Gate (8-dimension scorecard. Ship, fix, or rebuild on the spot.)
β Memory Bank (session memory on disk. Never starts cold.)
β Swarm Orchestration (independent tasks run in parallel, not in line.)
β Deploy Shield (rollback tested, not just designed.)
Same output. Half the token cost of Opus 4.8.
67 agents carrying Fortune 500 and hedge fund work.
$150K/month operation. Zero dev team.
Results:
- $150K/year developer replaced completely
- 50% token cost reduction vs Opus 4.8
- 67 agents running simultaneously, zero dev overhead
Your developer costs $150K a year. This costs a comment.
Like + comment "VAULT" + repost, and I'll DM it to you.
(must be following)
@aryanXmahajan VAULT + repost again? I am waiting patiently for my DM. Once it is sent it would trigger an agent that would go to work, benchmark what you just say and tomorrow I am back here to comment again.
@aryanXmahajan I would leave a comment here to understand what is going with these new trend of SM engagement in exchange for info. Please be nice to however send me the prompt.
Stop buying $3,000 Macs to run AI agents. A $30/month Linux VPS does it better.
I keep seeing the same cycle. Someone runs Codex and Claude Code simultaneously, their Mac thermal throttles, and their first instinct is to throw $3,000 at a bigger machine.
The actual fix costs $30/month. A Linux VPS with 12 vCPUs and 24GB RAM runs every agent, every build, and every dev server without breaking a sweat. Your Mac just handles the display while the real work happens on the VPS. When you close the lid, everything keeps running.
This guy walks through the exact setup. It takes about 20 minutes.
This youngiest want to be a hitter? You think it is easy to sing like Fella - DEMO(stration) {of} Craz(c)e(y)
https://t.co/7DafhI03Qt
democracy
If you like be sad, if you like be happy but choose wisely because it is called a DAY.
Tomorrow, I will tell the story of how SpaceX was forced by the government to kidnap seals, put earphones on them and play sonic boom sounds to see if they seemed upset
Tomorrow, I will tell the story of how SpaceX was forced by the government to kidnap seals, put earphones on them and play sonic boom sounds to see if they seemed upset
@elonmusk Please my Oga can continue writing like this. We African need to wake up and start only doing business and not aids, cheap loans with you guys.
I had the chance to talk about Further Mathematics to a 5 year old. That was not possible at all. https://t.co/pGeTnkySwj I restored to teenagers.
@Chekkitapp#supplychain interest us.
@ankurnagpal I would be coming back here to write what I personally learnt from it.
Then back here in one year how it made a DIFF.
Thank you for creating this resource using @SaveToNotion