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Published on 22.12.2025
TLDR: MIRA OS is a new open-source system that gives AI a form of persistent memory and the ability to manage its own context window, allowing for more continuous and stateful conversations. Tools can be added on the fly, and memories fade over time unless they are actively used.
Link: taylorsatula/mira-OSS: This is the public release of MIRA OS...
TLDR: Tech giants are pouring billions into AI, but the gap between the long-term vision and current profitability is raising concerns about an economic bubble. The risk is highest for specialized companies that have taken on significant debt to build AI infrastructure.
Link: Should U.S. be worried about AI bubble?
TLDR: A software engineer has created a three-step system to combat recency bias in performance reviews. It involves continuously capturing daily work, structuring it into meaningful entries, and enriching it with data.
Link: I created a system to automate performance reviews
TLDR: Linus Torvalds is skeptical of the hype around AI generating code but is enthusiastic about its potential as a tool for improving code review and maintenance, revealing that AI tools are already being tested for this internally.
Link: Linus Torvalds — Talks about AI Hype and Future of Linux
TLDR: Web accessibility is not an optional "feature" but a fundamental requirement of building for the web. The industry's tendency to treat it as an afterthought has led to a culture of checkbox compliance rather than genuine usability for everyone.