Hi there, this is your daily βοΈ Devshot.
In today's Devshot:
π Meta drops AI usage from performance reviews after backfire
π Chrome moves to two-week release cycle
β‘ Expo Modules 2.0 boosts native call speed
π§΅ Neovim adds async library vim.async
Plus: π 7 other news you might like, π§° 6 tools, and π 5 papers.
π Meta drops AI usage from performance reviews after backfire LINK
π Chrome moves to two-week release cycle LINK
β‘ Expo Modules 2.0 boosts native call speed LINK
π§΅ Neovim adds async library vim.async LINK
Other news you might like
- Kubernetes v1.37: Advancing Workload-Aware SchedulingLINK
- Leap second proposal will keep software stacks in syncLINK
- Super Smash Bros Melee gets fully decompiled after over six years of effort β ambitious and technically impressive project delivers GameCube classic as C codeLINK
- AI Made A Lot Of "Hideous" Code But Found Major Bottlenecks For Faster Linux CompilationLINK
- A βproofβ of Fermatβs Last Theorem that fits the marginLINK
- Harness rebuilt its Git repository for nonstop AI agent trafficLINK
- Agents identifying as OpenAI systems wrote 17,000 posts to a wiki no one was supposed to write toLINK
π§° Trending tools
Prelint: reviews AI-generated pull requests against your ADRs, docs, and past decisions, catching product drift before it reaches productionLINK
Prefactor: an evaluation layer that scores agent runs in real time, catching quality regressions and drift before they hit production users.LINK
SKI: adds voice control to AI coding agents like Claude Code and Codex, letting you dictate commands and hear responses hands-free while codingLINK
Humalike x Hermes: gives AI agents turn-taking, timing, and memory APIs to decide when to speak, wait, or interrupt, useful for game characters and roleplay.LINK
Kilo Code for JetBrains: open-source AI coding agent for JetBrains IDEs that helps you build, ship, and iterate on code with support for multiple modelsLINK
Meridian: open-source, locally-run activity tracker that logs your work with context, showing where your time went and the reasons behind it.LINK
π Trending papers & reports
Code review file ordering matters more than tools assume, with a survey of 1,355 developers finding only 10% like the default alphabetical order and 64% worry it makes them miss bugs.LINK
Prompts as engineering artifacts get a study protocol testing whether writing them like real software requirements, not just quick instructions, predicts coding success, using an experiment with 30 developers plus community and mined data.LINK
Self-healing cloud infrastructure predicts failures before they happen and automatically responds to incidents, cutting downtime and manual firefighting so enterprise systems stay online and scale without teams babysitting them around the clock.LINK
Coupled code generation teaches AI to write software whose pieces only work correctly together by learning from what actually happens when the code runs, beating leading rivals on seven of eight tricky problems.LINK
Coding-agent software catalogs get built fast but need heavy follow-up engineering, since the biggest risk is not crashes but silent failures where the tool confidently returns plausible yet wrong or incomplete answers.LINK
See you tomorrow for a new dose of βοΈ Devshot!