Ackshaey Vir Singh
@ackshaey
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Founder @firecodeio / @join_ddc | Ex Staff Eng + EM @opendoor | Engineering @X / @Twitter | @GeorgiaTech | 🇺🇸
San Francisco, CA & Tampa, FL
Joined August 2014
Burn through 7% Claude code max tokens in 25 mins? Challenge accepted
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Good. What’s shocking is this individual got a CDL to begin with. He’s clearly committing immigration fraud, claiming asylum in the US while being from a country like India. Not to mention he still can’t speak English 🤷♂️
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This is awesome https://t.co/eEBPPW85N1 . I'd packaged up standard hooks and workflows in a template repo to re-use across all my agent managed projects, creating a plugin instead is a big convenience unlock
anthropic.com
Claude Code now supports plugins: custom collections of slash commands, agents, MCP servers, and hooks that install with a single command.
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I lived on 10th & Market, a block from the old Twitter HQ. This checks out. Crazy that wanting clean, safe streets - without needles, human 💩, or dudes jerking off at bus stops is now a political stance
SF downtown is a drug zombie apocalypse
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Pro tip - when pointing your coding agents to API docs, use markdown versions whenever available. Eg: https://t.co/0S19iYtT9n. Strips away markup noise, burns fewer tokens and takes up less of your context window. Especially useful when tools like Context7 aren’t fresh enough
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The world is healing
BREAKING: Princeton has announced it will begin requiring standardized test scores for admissions in the 2027-28 cycle. This leaves Columbia as the only Ivy League school that doesn’t require test scores. Not surprisingly: “The decision to resume testing requirements follows a
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I’m doing around 10 turns a day right now. ~100 merges. 1 deploy at EOD. It feels less like managing sprints, more like keeping a gears turning. Agile was for humans. Turn-based development (TBD) is for humans with AI. (3/3)
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A turn is one full rotation of progress. Your agents code 10 stories in parallel, open PRs, another agent reviews them, you come in at the end for the final 🚢. Each turn moves multiple projects forward one step. Velocity becomes “how many turns per day,” not “points per
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Agile doesn’t really fit AI-native development anymore. Story points and sprints made sense when humans were doing the work. When most code is written by coding agents in 0–30 mins, those metrics stop mattering. You start thinking in turns instead. 🧵 (1/3)
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True for OSS and everything else. Diversity of good ideas. Equity through fairness, not favoritism. Inclusion by merit. In the end, what you ship is what matters.
Real diversity: Whoever shows up is welcome. Real equity: We all help carry the meaningful burden. Real inclusion: Your political opinions are your own. Open source gets better when it's focused on making great software for all, and doesn't obsess over tiresome divisive dogma.
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My trusty M1 Pro MacBook lasted way longer than it should've - a total beast. Four years in, and I’m finally brushing up against compute. M5 Max can't come soon enough
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Ran into co-ordination issues with multiple coding agents working on different projects on https://t.co/EbEzXg6fL8. Threw together a quick collection of Claude Code hooks so I can be notified when an agent is blocked on permissions or my code review when I'm afk for ☕️
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What an amazing product teaser video
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Handling of gates was already awesome on v13, looking forward to better obstacle avoidance on v14. Only in FL do you get that random top of a palm tree casually sitting in the middle of state road 56. 90% of my disengagements on v13 were for obstacle avoidance
FSD Supervised V14.1 now rolling out Highlights include – Arrival Options You can now select where FSD Supervised should park at the end of your trip: parking lot, on the street, driveway, parking garage or curbside – Driver Profile Sloth 🦥 Lower speeds & more conservative
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(Re)writing Firecode with Claude Code has taught me this - shipping fast with AI needs tremendous discipline. If you don’t stay organized, you’ll end up shipping vibecoded AI slop. Plan cleanly, sequence tasks, and keep docs and code in sync as you build. Use multiple models to
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If you’re not hitting rate limits, you’re not moving fast enough. Every unused token is lost momentum. Burn tokens - build and ship faster than everyone else
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