PinnedThuwarakesh Murallie·1d agoYour Agent Skills Are Quietly Burning TokensSkills don’t fail because they lack instructions but because they carry too many: old rules, vague advice, duplicated constraints, and…
PinnedInLevel Up CodingbyThuwarakesh Murallie·Apr 22Understand ‘Token Economics’ Before You Do Anything With AIStop burning tokens. Here is the math behind why your AI is getting expensive.
PinnedInLevel Up CodingbyThuwarakesh Murallie·Apr 6I Burned $5 in One Hour of Vibe Coding With Claude CodeSo I asked Claude to fix my mistakesA response icon1A response icon1
PinnedInLevel Up CodingbyThuwarakesh Murallie·Apr 27I Vibe-Coded an App for Free, But Burned $52 Before Take Off.The dark side of care-free development you should know.
PinnedInLevel Up CodingbyThuwarakesh Murallie·Mar 30What a Weekend Spent Vibe Coding Taught Me About AI Amnesia and Keeping Instructions Alive.Even the largest context windows fail. How to tell if your LLM is actually listening or just guessing.A response icon1A response icon1
Thuwarakesh Murallie·12h agoAI Is Helpful, But Not Transformative (Not Yet)AI has crossed the usefulness threshold. It has not yet crossed the institutional transformation threshold.
InLevel Up CodingbyThuwarakesh Murallie·May 4The Data Career Landscape Has Exploded — Here’s Every Role You Need to KnowEvery Data Role Explained — By Someone Who’s Held Several of Them
InTowards AIbyThuwarakesh Murallie·Apr 23Proven Techniques to Reduce Inference Cost Without Self-Hosting AIAnd the break-even point after which self-hosting makes senseA response icon1A response icon1
InLevel Up CodingbyThuwarakesh Murallie·Mar 23Most People Are Faking Their Way Through AI Conversations — Don’t Be One Of Them.You don’t need to be an engineer to talk about AI, but you do need to know these 12 terms.
InLevel Up CodingbyThuwarakesh Murallie·Mar 16I Thought 1M Context Windows Would Kill RAG. I Was Wrong.Why infinite memory hasn’t actually replaced the vector database yetA response icon1A response icon1
