Not since the earliest days of discovering Ruby have I been this excited to jump out of bed and get in front of the keyboard. A million ideas, all bouncing around in my head, just waiting to be prompted. What a time to be alive!
The software development lifecycle (SDLC) is transforming into ADLC (agent development lifecycle)
Traditional SDLC: 8 steps, humans at every gate, weeks to months per cycle.
Agentic SDLC: 8 steps, humans at 2 gates, hours to days.
Agents are good at the things humans are bad at. They write code faster and catch far more edge cases reviewing it. They don't just skim a PR and stamp 'lgtm.'
So: how do you build the right factory floor for agents, instead of forcing them into factories designed for humans?
98% of code in our @LimestoneHQ pods is not handwritten. We had to rethink the entire pipeline.
Human sets the goal. Agents draft the PRD, architect the solution, generate the code, run tests, deploy, monitor for drift. Humans plug in where judgment matters: reviewing key decisions.
2 human touchpoints. 6 agent-driven steps. Cycle time went from weeks to days.
Most engineering orgs are still running agents through a pipeline built for a different worker.
For anyone with endless ideas, this agent age is nirvana as those ideas are met with endless execution, endless exploration. I've never had has much fun working with computers as I do right now. What a time to be alive.
مدير نوافذ جديد لماك اسمه Paneru، وفكرته مختلفة عن المعتاد.
بدل تقسيم الشاشة إلى شبكة ثابتة، ينظم النوافذ على شريط أفقي يمتد بلا نهاية. أهم ميزة: فتح نافذة جديدة لا يغيّر حجم النوافذ المفتوحة أبدًا.
مبني بلغة Rust، مفتوح المصدر، ومستوحى من تجربة Niri على لينكس.
New in Claude Code: your sessions can now message each other.
Instead of having to re-explain yourself in another session, you can now tell Claude to do it. It sends a summary (not your history or files), and the other session picks it up mid-task.
@mattshumer_@trq212 They don’t … the work is excellent but you cannot deny the “yapping” problem … it’s horrendous to talk too … annoyingly difficult to understand the responses
It has to be good at BOTH … sadly it’s not and that why I am preferring 5.6 sol these days
We’re updating Claude Fable 5’s biology safeguards to reduce false positives. In our testing, this update reduced biology-related fallbacks by about 85% across our product surfaces.
Fable can now assist on a wider range of everyday health and educational questions.
We believe the biggest positive impacts of AI will be in biology and medicine, and we’re committed to putting frontier intelligence safely into the hands of as many researchers as possible. Fable will continue to fallback to Opus 5 for requests we consider dual-use—including virology, toxicology, and molecular design—so it isn't yet usable for professional biology research and drug development.
We're committed to closing that gap through trusted access pathways for frontier biology capabilities.
https://t.co/zbjxPhc909