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Hi, as the LLM models are getting smarter in coding tasks, we will soon be using agents as co workers, as current tools like github copilot and cursor are not optimized for team collaboration, we began building PhantomX, please give your feedback, if you think we are in the right direction or what should be changed for finding the optimized development workflow which works for both humans and agents.

This article provides a comprehensive guide on building an AWS Lambda-based serverless architecture for a generative AI application. It covers key aspects such as the overall architecture, AWS services involved, and best practices for scalability, security, and cost optimization.

Pete Hegseth, a Fox News host, has announced that Grok, a company he has a financial stake in, has gained access to classified Pentagon computer networks. This raises concerns about potential unauthorized access to sensitive government information.

The article discusses Apple's recently announced Vision Pro headset, analyzing its potential impact on the company's future and the broader technology industry. It explores the device's capabilities, positioning, and Apple's long-term vision for the product and its role in shaping the future of computing.

The article discusses a 'last wish' scam, where scammers attempt to exploit people's compassion by claiming a dying person's final request. It provides tips to recognize and avoid such scams, highlighting the need for caution when encountering such emotional appeals.

The article explores open unions, a concept in TypeScript type theory that allows creating flexible and extensible types. It discusses the benefits of open unions, such as improved type safety and maintainability, and provides examples of how to use them in TypeScript development.

Like many, I'm finding a great deal of utility in Claude Code.

Even ignoring its capabilities in authoring code, which I don't particularly care for, one of the most useful aspects of the tool is researching information in a codebase, connecting the dots and extracting information about the whats, wheres and whys.

This capability is helping me a lot into refining tasks I get assigned to find edge cases, assess their impact or simply learn about the product.

I want to scale this and put this power in the hands of my PMs and POs with a predefined "functional analyst" prompt to help them refine tasks and do this work instead of me (as they are the domain experts or close to them).

Right now the closest I could get into a working product is essentially a Claude Code wrapper, but it's not a solution that scales and I'm particularly fond of.

Access to MCP on the local machine would be also an added bonus.

Anybody has a solution in this space? Possibly open source, but I could consider something like that "as a service".

A tool that visualizes TV episode ratings as candlestick charts. Each episode is a candle - green if the rating went up from the previous episode, red if it dropped.

Search any show and instantly see its "quality trajectory" over time. Built with Next.js and TradingView's charting library, data from SeriesGraph.com/TMDB.

The article provides a comprehensive guide on building the Servo web browser engine, covering the necessary setup, compiling the source code, and testing the build process. It offers detailed instructions for developers to contribute to the Servo project.

The article explores the concept of hybrid search in PostgreSQL, which combines full-text search and structured queries to provide more comprehensive and flexible search capabilities. It discusses the advantages of hybrid search, the key techniques involved, and how to implement it effectively in PostgreSQL applications.

Meta is cutting over 11,000 jobs, with the Reality Labs division responsible for the company's metaverse efforts bearing the brunt of the layoffs. The article discusses the challenges Meta has faced in developing its metaverse vision and the impact of the cuts on the company's future plans.

The article discusses the growing problem of Russian companies registering trademarks for well-known international brands like Armani, Amazon, and Sheraton, often without the original companies' knowledge or consent. This practice, known as trademark poaching, allows Russian firms to profit from the brand recognition and reputation of these global companies.

Meta, the parent company of Facebook, is launching a new AI supercomputer called the AI Research SuperCluster (RSC), which is intended to be one of the fastest AI supercomputers in the world. The RSC will be used to develop new and more advanced AI models that can work across hundreds of different languages.

The article explores the concept of 'helix', a central idea in the field of forest ecology, and challenges the traditional understanding of how forests develop and regenerate. It suggests a more nuanced and dynamic view of forest succession and the role of disturbances in shaping forest ecosystems.

The article explores the concepts of domains and resources in the Ash framework, a powerful tool for building APIs and web services in the Elixir programming language. It discusses how Ash helps developers organize their code and manage complex data models effectively.

The UK government is expanding its Online Safety Act, requiring internet platforms to preemptively scan user-generated content for potential harm, raising concerns over censorship and privacy infringement.

The article discusses the release of trmnl, a new app for Apple TV that provides a terminal-like interface for users to access various features and functionality on their Apple TV devices.

The article discusses the performance characteristics of binary search trees (BSTs) and explains how the number of comparisons required for various operations can vary depending on the tree's balance. It emphasizes that while the average-case time complexity for BST operations is O(log n), the worst-case can be O(n) for unbalanced trees, leading to more expensive comparisons.

A company called Orbital Assembly Corporation is accepting reservations for hotel rooms on the moon, with prices starting at $250,000 per person. The article discusses the company's plans to build a space station called Voyager Station, which is expected to be operational by 2027 and will offer a lunar tourism experience.

The article discusses Aviation English, a standardized form of English used in international aviation communication. It covers the historical development, components, and importance of Aviation English in ensuring safe and effective global air travel.

This article explores the importance of GPU health monitoring for ensuring optimal performance and longevity of graphics processing units. It discusses key factors that can affect GPU health, such as temperature, power consumption, and workload, and how to proactively monitor and manage these metrics to prevent potential issues.

Gitmore (https://gitmore.io) – natural language queries across GitHub, GitLab, and Bitbucket.

Instead of filtering PRs, scanning commit logs, or asking engineers for updates:

- "What shipped last week?" - "Who's been working on the API?" - "Which PRs have been open longest?" - "Summarize this month's releases"

Plain English in, plain English out.

How it works:

Connect your repos via OAuth. We register webhooks. Every event gets normalized into a structured schema – commit message, PR description, author, timestamp, files changed.

The AI queries structured data, not raw text. PR descriptions and titles carry context that individual commits often miss.

Automated reports:

Don't want to ask? Schedule it.

Weekly or monthly summaries delivered to Slack or email. Forward to stakeholders or let it run on autopilot.

Other features: - Slack bot: Ask from where you already work - Public changelog: yourcompany.gitmore.io/changelog - Contributor leaderboard

Security:

Metadata only. We store commit messages, PR titles, descriptions, timestamps, authors.

We never access source code, diffs, or file contents.

- Token encryption: Fernet (HMAC-SHA256 + AES-128-CBC) - Webhook verification: HMAC-SHA256 - 2FA support

Verify yourself: check webhook settings after connecting.

Free for 1 repo: https://gitmore.io

This article explores the complex relationship between a mother and her daughter, examining how cultural and societal expectations shape their perspectives and experiences. It delves into the themes of reverie, reflection, and the cultural mirror that influence the intricate dynamics within this familial bond.