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Python – The Black code style formatting
https://black.readthedocs.io/en/stable/the_black_code_style/current_style.html
The Black code style guide emphasizes consistency, readability, and minimizing diffs in Python code. Key formatting rules include ignoring previous formatting, preferring double quotes, adding trailing commas, and wrapping lines to fit within 88 characters. Black standardizes whitespace usage, avoids unnecessary vertical space, and ensures uniform handling of parentheses, comments, and numeric literals. The formatter also aligns with PEP 8 and PEP 257 standards, and provides options to adjust line length and skip string normalization for specific projects.
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Want to build a start up company that lasts? Think three-layer cake
https://www.fastcompany.com/91131427/want-to-build-a-company-that-lasts-think-three-layer-cake
Building a successful business requires a focus on three key elements: product excellence, go-to-market strategy, and operational excellence. Neglecting any of these areas can lead to failure, as evidenced by the high percentage of startups that don’t make it past the five-year mark. Founders and CEOs must ensure a solid product foundation while also integrating effective sales, marketing, and management strategies to achieve sustainable growth and scale.
- Foundation: Product Excellence, Core Values and Mission
- Core Values: These are the guiding principles that dictate behavior and action within the company. They form the ethical foundation and are crucial for maintaining consistency in decision-making.
- Mission: This defines the company’s purpose and goals. A clear and compelling mission helps align the team and provides a sense of direction.
- Efficiency and Scalability: This layer focuses on creating efficient processes that can scale as the company grows. Streamlined operations reduce costs and increase productivity.
- Structure: Operational Excellence and Innovation
- Operational Excellence: Efficient processes, quality control, and continuous improvement fall into this layer. Ensuring that the company operates smoothly and effectively is crucial for sustainability.
- Innovation: Staying competitive requires innovation. This involves developing new products, services, or processes that add value and keep the company relevant in the market.
- Quality Control and Continuous Improvement: Ensuring that operational processes are of high quality and constantly improving helps maintain product excellence and customer satisfaction.
- Technology and Infrastructure: Investing in the right technology and infrastructure to support business operations is vital. This includes everything from manufacturing equipment to software systems that enhance operational efficiency.
- Strategy: Go-to-Market Strategy, Vision and Long-Term Planning
- Vision: A forward-looking vision inspires and motivates the team. It outlines where the company aims to be in the future and helps in setting long-term goals.
- Strategic Planning: This involves setting long-term goals and determining the actions and resources needed to achieve them. It includes market analysis, competitive strategy, and growth planning.
- Market Understanding: A deep understanding of the target market, including customer segments, competitors, and market trends, is essential. This knowledge helps in positioning the product effectively.
- Marketing and Sales Execution: This involves creating a robust marketing plan that includes branding, messaging, and advertising strategies to attract and retain customers. Additionally, building a strong sales strategy ensures that the product reaches the right customers through the right channels.
- Customer Acquisition and Retention: Effective strategies for acquiring new customers and retaining existing ones are critical. This includes loyalty programs, customer service excellence, and engagement initiatives.
- Foundation: Product Excellence, Core Values and Mission
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Raspberry Pi is getting in on AI
https://www.theverge.com/2024/6/4/24170818/raspberry-pi-ai-chip-hailo-devices
As the AI craze continues, even the microcomputer company Raspberry Pi plans to sell an AI chip. It’s integrated with Raspberry Pi’s camera software and can run AI-based applications like chatbots natively on the tiny computer.
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BorisFX Silhouette 2024 – What’s New in Roto
https://cdn.borisfx.com/borisfx/store/silhouette/2024-0/Silhouette-2024-WhatsNew.pdf
Matte Assist ML
Automatically generates a matte over time based on single or multiple
keyframed roto shapes or input mattes using machine learning object
segmentation and propagation.Optical Flow ML
Generates machine learning powered optical flow data for use in one of the
Roto based node’s Flow Tracker: Roto, Roto Blend, Tracker, Power Mask,
Morph and Depth. Optical flow estimates per-pixel motion between frames and
can be used to track shapes and objects.Retime ML
A machine learning motion estimation and retiming model that produces
smooth motion. Expands or contracts the timing of a selected range of frames. -
Eating rocks and other shocking Google AI answers we’ve seen so far
https://www.fastcompany.com/91132974/shocking-google-ai-overview-answers
No. Do NOT eat rocks or put them into food!
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Daniel Parris – The Broken Economics of Streaming Services: A Stats Explainer
https://www.statsignificant.com/p/the-broken-economics-of-streaming
This report examines the financial instability in the streaming industry, focusing on the unsustainable economic models of platforms such as Paramount Plus.
Content Costs and Subscriber Retention
- Expenditure on Content: Streaming services invest heavily in content creation and acquisition to attract subscribers.
- Diminishing Returns: The escalating costs lead to diminishing returns as subscriber growth plateaus.
Competitive Landscape
- Continuous Production: High competition forces continuous, expensive content production to retain subscribers.
Future Projections
- Cable TV Model: The industry may shift towards models resembling traditional cable TV, incorporating advertising, subscription bundling, and higher prices to achieve financial sustainability.
NEWS TV NEWS
Hollywood’s Top TV Execs Are Happy About The Death Of Peak TV – Here’s Whyhttps://www.slashfilm.com/1593571/peak-tv-dead-hollywood-top-tv-execs-happy/
- Streaming services weren’t required to reveal their subscription numbers or actual viewership
- Shows just needed to look good on paper for investors and stockholders.
- Creators and actors soon learned they weren’t getting paid beyond an initial flat fee; royalties were now gone.
- 600 shows at once wasn’t good for anyone
- Thanks to the strikes, it all came crashing down
FEATURED POSTS
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The Perils of Technical Debt – Understanding Its Impact on Security, Usability, and Stability
In software development, “technical debt” is a term used to describe the accumulation of shortcuts, suboptimal solutions, and outdated code that occur as developers rush to meet deadlines or prioritize immediate goals over long-term maintainability. While this concept initially seems abstract, its consequences are concrete and can significantly affect the security, usability, and stability of software systems.
The Nature of Technical Debt
Technical debt arises when software engineers choose a less-than-ideal implementation in the interest of saving time or reducing upfront effort. Much like financial debt, these decisions come with an interest rate: over time, the cost of maintaining and updating the system increases, and more effort is required to fix problems that stem from earlier choices. In extreme cases, technical debt can slow development to a crawl, causing future updates or improvements to become far more difficult than they would have been with cleaner, more scalable code.
Impact on Security
One of the most significant threats posed by technical debt is the vulnerability it creates in terms of software security. Outdated code often lacks the latest security patches or is built on legacy systems that are no longer supported. Attackers can exploit these weaknesses, leading to data breaches, ransomware, or other forms of cybercrime. Furthermore, as systems grow more complex and the debt compounds, identifying and fixing vulnerabilities becomes increasingly challenging. Failing to address technical debt leaves an organization exposed to security risks that may only become apparent after a costly incident.
Impact on Usability
Technical debt also affects the user experience. Systems burdened by outdated code often become clunky and slow, leading to poor usability. Engineers may find themselves continuously patching minor issues rather than implementing larger, user-centric improvements. Over time, this results in a product that feels antiquated, is difficult to use, or lacks modern functionality. In a competitive market, poor usability can alienate users, causing a loss of confidence and driving them to alternative products or services.
Impact on Stability
Stability is another critical area impacted by technical debt. As developers add features or make updates to systems weighed down by previous quick fixes, they run the risk of introducing bugs or causing system crashes. The tangled, fragile nature of code laden with technical debt makes troubleshooting difficult and increases the likelihood of cascading failures. Over time, instability in the software can erode both the trust of users and the efficiency of the development team, as more resources are dedicated to resolving recurring issues rather than innovating or expanding the system’s capabilities.
The Long-Term Costs of Ignoring Technical Debt
While technical debt can provide short-term gains by speeding up initial development, the long-term costs are much higher. Unaddressed technical debt can lead to project delays, escalating maintenance costs, and an ever-widening gap between current code and modern best practices. The more technical debt accumulates, the harder and more expensive it becomes to address. For many companies, failing to pay down this debt eventually results in a critical juncture: either invest heavily in refactoring the codebase or face an expensive overhaul to rebuild from the ground up.
Conclusion
Technical debt is an unavoidable aspect of software development, but understanding its perils is essential for minimizing its impact on security, usability, and stability. By actively managing technical debt—whether through regular refactoring, code audits, or simply prioritizing long-term quality over short-term expedience—organizations can avoid the most dangerous consequences and ensure their software remains robust and reliable in an ever-changing technological landscape.