here's the very simple argument. If you look at the sub notion of compute over time um you know this could be like R&D um spending on compute this could be experimental comput it could be training compute what you know whatever um that some particular lab is is using goes like this no surprise if you have another chart of like um you know log time horizon let's say this this uh meter measure from the um this figure that many of you would have seen on Twitter over time it looks like um uh you know let let's ...

Developer Experience & AI Agents - The software engineering industry has seen rapid changes in the past year, making future predictions difficult [1][2][3] - Companies are questioning whether current investments in developer tools will be valuable in the future [4] - Coding agents are transformative, but not the only investment needed for software engineering organizations [5] - No-regret investments should focus on inputs to AI agents and things around them that enhance their effectiveness [7][8] Development Environment & Tools - Standardize development environments using industry-standard tools to align with AI model training sets [9][10] - Prioritize CLIs or APIs for agent actions to ensure accuracy and effectiveness [13][14] - Validation is crucial; high-quality validation with clear error messages significantly improves agent capabilities [15][16] Codebase & Documentation - Invest in well-structured and testable codebases for better agent performance [18][19] - Comprehensive documentation is essential, especially for information not directly in the code [20][21][22][23][24][25] Code Review & Collaboration - Improve code review velocity to address bottlenecks caused by increased PRs from agentic coding [26][27] - Distribute code review responsibilities and establish clear ownership with SLOs to avoid overburdening individual reviewers [29][30][31] - Maintain high code review quality to prevent a decline in productivity from agentic coders [32][33][34] Key Principle - What benefits humans also benefits AI; investments in these areas will help developers regardless of AI outcomes [44][45]

Live in 10 minutes!NOWNodes ⛓️ (@NOWNodes):🎄✨ Christmas AMA Session by NOWNodes🔹 Topic: Developer Experience Showdown: Which Networks Are Truly Builder-Friendly?📅 December 18, 2025🕙 14:00 UTC👥 Guests: @alephium, @Dashpay, @MultiversX🎁 Holiday Giveaway:🎄 3 Pro Plans from @NOWNodes🎄 3 Hardware Wallets https://t.co/y9YLBsMpdY ...

RT NOWNodes ⛓️ (@NOWNodes)🎄✨ Christmas AMA Session by NOWNodes🔹 Topic: Developer Experience Showdown: Which Networks Are Truly Builder-Friendly?📅 December 18, 2025🕙 14:00 UTC👥 Guests: @alephium, @Dashpay, @MultiversX🎁 Holiday Giveaway:🎄 3 Pro Plans from @NOWNodes🎄 3 Hardware Wallets from @alephium👉 How to join:1️⃣ Repost this AMA on Dec 182️⃣ Drop your question under the AMA session3️⃣ Follow @NOWNodesGrab your hot cocoa ☕ and join our festive AMA — builders welcome:https://t.co/QcVKoxahnW ...

RT zain (@zainbacchus)TL;DR: I’ve joined @heliuslabs. We’re hiring across GTM and Engineering. If you’ve got a “let’s fucking win” attitude, hit my DMs.I’ve joined Helius as Lead Product Manager, focused on empowering developers to ship performant, capital-efficient systems for the next generation of capital markets.This move is about positioning at the front of the S-Curve, where small, ambitious teams have maximum leverage to innovate quickly and drive market leadership.Helius checks every box: lean team, ...