AI-native software engineering teams operate very differently than traditional teams. The obvious difference is that AI-native teams use coding agents to build products much faster, but this leads to many other changes in how we operate. For example, some great engineers now play
CODE
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Coding Agents Overhyped Cannot Reliably Obey System Prompts
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This is totally wrong. Blaming the user is missing the point that (a) coding agents have been overhyped and (b) can’t reliably obey the rules given to them in system prompts and other guardrails.
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AI Agents Token Costs: Systematic Study on SWE-bench
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How do AI Agents spend your money? Most teams treat agent token costs as a rounding error even though the data says they shouldn't. New paper presents the first systematic study of how agents actually spend money on coding tasks. They ran 8 frontier LLMs on SWE-bench Verified
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AlphaSignal delivers daily AI research summaries to 280k developers
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Paper: https://
philarchive.org/archive/LERTAF Check out http://
AlphaSignal.ai to get a daily summary of top models, repos, and papers in AI. Read by 280,000+ devs. -
GPT-5.5 excels at GPU kernel writing tasks
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gpt-5.5 great for hard tasks like writing GPU kernels
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Will Cursor and AI Code Startups Survive Tech Competition?
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People often get excited about the battles between the rich and famous, such as between Elon Musk and Jensen Huang. It may not matter that much in the long run, however. Cursor might just be gone before it matters All these companies such as Cursor and Replit and Lovable are
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Cursor AI Vibe Jam Competition: AI-Powered Game Development Contest
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— @levelsio (@levelsio) 27 avril 2026
Day 25 of the @cursor_ai #vibejam Proudly sponsored by @cursor_ai + @boltdotnew + @heyglif + @tripoai Prizes to win (submit your vibe coded game before May 1!) $25,000 $10,000 $5,000 ONLY 3 DAYS LEFT! My favorite games from today: WenWare by x.com/levelsio/statu…
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Cursor AI VibeJam Game Dev Competition Day 25
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🧑🚀 Day 25 of the @cursor_ai #vibejam
— @levelsio (@levelsio) 27 avril 2026
Proudly sponsored by @cursor_ai + @boltdotnew + @heyglif + @tripoai
Prizes to win (submit your vibe coded game before May 1!)
🏆 $25,000
🥈 $10,000
🥉 $5,000
🚨 ONLY 3 DAYS LEFT! 🤯
My favorite games from today:
🌎 WenWare by… https://t.co/RGotjQPRNf pic.twitter.com/r2kklEHjYUDay 25 of the @cursor_ai #vibejam Proudly sponsored by @cursor_ai + @boltdotnew + @heyglif + @tripoai Prizes to win (submit your vibe coded game before May 1!) $25,000 $10,000 $5,000 ONLY 3 DAYS LEFT! My favorite games from today: WenWare by
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Optimize Claude Code Review Token Costs Efficiently
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Stop letting Claude Code read files that have nothing to do with your task! Every time you ask Claude Code to review a change, it scans your entire codebase. Most of those files are irrelevant. You are paying for tokens that add no value. code-review-graph fixes this by
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AI Agent Incidents: Backup Recovery Strategy for Production Systems
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Backups fix that too. If the agent spent six hours rewriting your production logic good backups will let you roll back those six hours, of both data changes AND code changes