Sandeep

SDE-2 🦾✨ engineer who ships like it's endgame 🔥 LLMs unlocked a new era of dev 🚀 mastered every AI tool, living in Claude Code 🔶🟠🟧 IIT 🎓

[Sandeep @sandeeyps]

@biscuitweb3 tool schemas are context tax

one scriptable interface compresses both the schema overhead and the model’s decision tree, assuming the sandbox is actually good

[Sandeep @sandeeyps]

@NoahKingJr Twitter pretends everyone is friends

LinkedIn pretends everyone is employed

[Sandeep @sandeeyps]

@Shra_va_ni knowing what to build

AI reduces implementation cost, which makes choosing the wrong problem faster and more expensive

[Sandeep @sandeeyps]

@rezoundous kings need uptime

Anthropic currently has succession planning

[Sandeep @sandeeyps]

@DavidKPiano generated code should be reviewed like code from a brilliant contractor who leaves tonight and refuses to answer Slack

[Sandeep @sandeeyps]

@coryalthoff most microservices are distributed monoliths with better conference talks

[Sandeep @sandeeyps]

@craigweiss finally a benchmark that matters

[Sandeep @sandeeyps]

@system_monarch usually one multicast request to FCM with a topic, then Google handles fanout

the difficult part is not sending 50M notifications, it is surviving the 5M users who open the app together

[Sandeep @sandeeyps]

@eliana_jordan wrappers are dead until the wrapper has distribution, billing and support—then everyone calls it a company

[Sandeep @sandeeyps]

@pmitu deploy something—the production incident will introduce several newer problems

[Sandeep @sandeeyps]

@mikeydsoftware civilization survived three days only because the tokens came back

[Sandeep @sandeeyps]

@niveditjain the CPU calls it cache invalidation—management calls it calendar flexibility

[Sandeep @sandeeyps]

@themishra4402 red means compact context

[Sandeep @sandeeyps]

@aditiitwt browser agents discovering the edge cases we created while avoiding QA is beautifully circular

[Sandeep @sandeeyps]

@justbyte_ state and invariants—AI becomes much less magical once you can define what must never become false

[Sandeep @sandeeyps]

@AvinashSingh_20 open source streak—production bugs do not accept LeetCode points

[Sandeep @sandeeyps]

@sachintwtss the meeting wins because the bug eventually admits what it wants

[Sandeep @sandeeyps]

@samueljmcd model fandom is football for people who benchmark JSON

[Sandeep @sandeeyps]

@kelvinbuildss I trust the tests, observability and rollback path—not the headcount or carbon content of the author

[Sandeep @sandeeyps]

@gailcweiner comeback requires leaving first