#Python applications

[weqtechnologies]

Custom Python Applications Development | WEQ Technologies

WEQ Technologies excels in delivering robust, scalable, and high-performance Python applications tailored to meet specific business goals and industry demands. With deep expertise in Python frameworks like Django, Flask, and FastAPI, the team at WEQ Technologies crafts dynamic solutions for web apps, automation tools, data analytics, machine learning, and enterprise systems. Each Python application is developed with a focus on security, efficiency, and seamless integration into existing infrastructures. Whether a startup looking to build an MVP or an enterprise seeking to modernize legacy systems, WEQ Technologies provides end-to-end services—from concept planning and UI/UX design to coding, deployment, and ongoing support. Their agile approach ensures faster time-to-market and client collaboration at every stage. Businesses trust WEQ Technologies for their innovative approach and proven track record in delivering Python applications that drive digital transformation and long-term value.

[catbirdlinux]

Reticulum Meshchat on any Linux

A virtual Python Environment is the solid and stable way to install the Reticulum network stack on your Linux or BSD system. Tested on Ubuntu, Debian, Xebian, and Artix.

It may be tempting to just open a terminal and "sudo pip install" the packages, but don't do that! You could break your system or suffer a broken Reticulum setup at some time in the future. It is easy, pain-free, and fast to follow the tutorial and have it done in a way which won't break the next time you upgrade your system.

[apptagsolution]

Let’s understand more about the python applications and uses in the real-world which has made this python language uses popular.

[inextures]

Is Python the Future of Programming?

Enter the thrilling world of software development, where unlimited options abound and creativity abounds. Python, a powerful tool that has captured the attention of developers worldwide, has sparked a new era of coding brilliance in the ever-changing digital landscape.

Python development is a versatile and strong programming language that is reshaping the programming landscape. Python, with its versatility, scalability, and endless potential, is unstoppable, attracting programmers and moving us toward an awesome future.

Prepare for an exciting voyage as we investigate why Python is destined to be the driving force behind technological developments in the future. So strap on and get ready for a trip that unveils the true essence of Python’s importance and the incredible things it can help us do.

Python has become famous because it has some really great features.

Python’s quick climb to prominence can be attributed to its unique features that distinguish it from other programming languages. Its simple syntax, extensive library ecosystem, adaptability, and emphasis on readability have made it a favorite among developers all around the world. Python’s popularity is likely to skyrocket as it continues to expand and adapt to new trends, solidifying its status as one of the most significant programming languages of our time.

Here are some of the key factors that have contributed to Python’s fame:

Clean and Clear Syntax: Python’s syntax is intended to be straightforward and easy to grasp. It defines code chunks with indentation, which increases readability and ensures consistent formatting. This eliminates the need for superfluous brackets or semicolons, decreasing visual clutter and making the code more visually pleasing.

File and Directory Operations: The os module contains utilities for interacting with files, directories, and the operating system. It lets you alter paths, create and delete folders, conduct file I/O operations, and do other things.

Data Analysis and Scientific Computing: Python Development has grown in popularity as a data analysis and scientific computing language, owing mostly to modules such as NumPy, Pandas, and SciPy. NumPy delivers robust numerical processing capabilities, Pandas provides high-performance data manipulation and analysis tools, and SciPy offers a diverse set of scientific and engineering tasks. Python has become the go-to language for data scientists and academics thanks to these libraries and visualization tools like Matplotlib and Seaborn.

Machine Learning and Artificial Intelligence: Python’s environment places a strong emphasis on machine learning and artificial intelligence. TensorFlow, Keras, PyTorch, and sci-kit-learn libraries provide solid frameworks for constructing and deploying machine learning models. These libraries provide a diverse set of algorithms, tools for model training and evaluation, and deep learning support. Python’s expressive syntax and simplicity make it an ideal language for developing machine learning algorithms and working with enormous datasets.

C/C++ Integration: Python provides interfaces and tools to easily integrate with C and C++ code. Developers can write extensions in C or C++ and use them in Python programs using Python’s C API or third-party libraries like Cython or ctypes.

Frameworks and APIs: Python’s extensibility is improved further by the availability of frameworks and APIs that allow developers to extend current functionality. Django, Flask, and TensorFlow, for example, provide a basis for constructing web apps, APIs, and machine learning models.

Examining the Statistics: The Popularity of Python

Python has just recently established itself as one of the most popular programming languages.

Statistical data consistently support the claim of Python’s popularity.

Python consistently ranks among the top programming languages in terms of popularity, adoption, and community engagement.

The TIOBE Index consistently places Python in the top three positions based on search engine queries and other factors.

The PYPL Index consistently ranks Python as the most popular language based on tutorial searches on Google.

Stack Overflow’s annual Developer Survey consistently reveals Python as one of the most commonly used languages among professional developers.

These statistics provide concrete evidence of Python’s widespread adoption.

Python appeals to a diverse range of developers, from beginners to seasoned professionals.

Advantages and Strengths of Python

Clear and Readable Syntax: Python’s syntax is intended to be highly readable and simple. It delimits code blocks with indentation and whitespace, making the code structure visually beautiful and easy to read. Python also avoids using complex symbols and superfluous punctuation, yielding code that closely resembles natural English. This clarity improves Python code readability and minimizes the likelihood of errors or confusion.

Easy to Learn and Understand: Python’s ease of use makes it an excellent language for novices. The straightforward and accessible syntax lowers the barrier to entry, making it easier for newbies to grasp programming ideas. Python’s emphasis on simplicity, paired with its vast documentation and helpful community, provides a gentle learning curve for beginners.

Continuous Development: Python’s community is continually working to improve and evolve the language. Python is developed and maintained by the Python Software Foundation (PSF), a non-profit organization. Python receives regular updates and new versions to address issues, bring new features, and improve efficiency. Developers regularly participate in debates and contribute to the Python Enhancement Proposal (PEP) process, and community feedback is critical in influencing the language’s future.

Events and Conferences: The Python community organizes a plethora of events, conferences, and meetups all over the world. These events allow developers to network, learn from professionals, and remain up to date on the newest advancements in the Python ecosystem. PyCon brings together Python fans from all backgrounds to create a venue for information sharing, collaboration, and community building.

Is Python the future of programming

Python is unquestionably positioned to be one of the main programming languages in the near future.

Its versatility, simplicity, and large library have made it popular among developers in a variety of fields.

Python’s diverse set of applications, ranging from web development to data analysis to machine learning and artificial intelligence, contributes to its expanding popularity.

Furthermore, its big and active community is constantly improving the language, making it more powerful and user-friendly.

Python’s significant presence in developing technologies, as well as its emphasis on readability and productivity, make it an appealing choice for both novices and experienced programmers, implying a promising future.

Conclusion

Python is an excellent choice for developers working in a variety of fields. Its lively and energetic community constantly improves the language, assuring its continued growth and progress.

Python’s strong presence in evolving technologies, as well as its emphasis on readability and productivity, make it an appealing choice for both new and experienced programmers. Python, with its boundless potential and ongoing innovation, is set to impact the future of programming and drive technological progress.

Originally published by: Is Python the Future of Programming?

[pythonmelon]

Announcing the Star Command Catwalk Buzz Lightyear fashion zine! We are currently accepting applications for artists who would like to draw their favorite characters in fun outfits- this application is open to anyone as long as you read the rules at the top of the form. Applications will close at the end of May!

[evg]

in so deep into modding sims 3 that I made a script to mass change 2000 cc files' hex header 😭😭😭😭😭

[playstationvii]

As of now, we have over 100 games available for our users. Our titles range from first-person shooters to action-adventure games and everything in between. Our analytics show that our users have an average playtime of 3 hours per day, with a 90% engagement rate. Our followers and likes are steadily increasing, and we expect to see significant growth in the coming months. Our projections for 2025 indicate that we will earn over $2 billion in revenue. Our launch date is set for August 2024, and analysts have estimated that we will be one of the most successful gaming devices in history.

Our focus on user experience and innovation has also been critical to our success. We have developed a user-friendly interface that allows gamers to easily navigate our platform and find the games they want to play. We also offer a range of customization options, allowing users to personalize their gaming experience. Additionally, we have implemented a rewards system that incentivizes players to engage with our platform and participate in our community. These features have helped us to create a loyal and engaged user base, which has been instrumental in our growth.

Our commitment to innovation doesn't end there. We are constantly working to improve our platform and add new features that will enhance the gaming experience. For example, we are currently developing a new social feature that will allow users to interact with each other in real-time, as well as a new system for sharing game content. We also plan to release a mobile app that will allow users to access our platform from their phones or tablets. These updates will make our platform more accessible and user-friendly, further cementing our position as a leader in the gaming industry.

[theinternetcommoner]

Let's create and deploy a python web application!

Will give you update on the next posts!! See yah! 😁

[weqtechnologies]

Custom Python Applications Development | WEQ Technologies

WEQ Technologies excels in delivering robust, scalable, and high-performance Python applications tailored to meet specific business goals and industry demands. With deep expertise in Python frameworks like Django, Flask, and FastAPI, the team at WEQ Technologies crafts dynamic solutions for web apps, automation tools, data analytics, machine learning, and enterprise systems. Each Python application is developed with a focus on security, efficiency, and seamless integration into existing infrastructures. Whether a startup looking to build an MVP or an enterprise seeking to modernize legacy systems, WEQ Technologies provides end-to-end services—from concept planning and UI/UX design to coding, deployment, and ongoing support. Their agile approach ensures faster time-to-market and client collaboration at every stage. Businesses trust WEQ Technologies for their innovative approach and proven track record in delivering Python applications that drive digital transformation and long-term value.

[dont-look-me-in-the-eye]

hmmm looks like we're going with kivy because i am NOT FUCKING using SHADOW REALM javascript

[dkettchen]

the things I do for you people and your pronouns smh

make the text strings in my CLI game code absolutely fucking unreadable apparently

[dnd-and-me]

Так еще готовы базы данных для персонажей (выглядит страшно).

Так что теперь подгружаю перса из базы данных. Это моя маленькая победа).

[underthehedge]

Yeah tbh I was shocked when I read the post and went straight to settings and there I clicked on the learn-more link about the kinds of studies and data and it was all seemed...pretty much fine actually?

Also, to their credit, when you click on the learn-more links, look I'm not a techie but I was raised by programmers so maybe I'm not the best judge of this but it seems like they've really put the work in in making it comprehensible and plain language. It's not an EULA wrapped in five levels of niche jargon and legalese, they're legit trying to let you know what they mean in clear language.

that article going around abt firefox's new ad program is annoying bc it's phrased as though "mozilla has finally TURNED on its people and is SELLING YOU OUT for cold hard cash!!" when. that's not what's happening. it is specifically being implemented to discourage tracking behavior, and literally all the data they are giving to advertisers is aggregate and anonymized, which is like, the opposite of what that post wants you to worry about, lol

[full-stackmobiledeveloper]

Custom Software vs. Off-the-Shelf: Which Is Right for Your Business in 2025?

Custom Software Development

Introduction: Navigating the Digital Crossroads of 2025

In the dynamic digital landscape of 2025, software isn't just a tool; it's the very lifeblood of a thriving business. From streamlining daily operations and managing customer relationships to driving innovation and gaining a competitive edge, the right software empowers businesses to grow. Yet, for many business leaders like yourself, a crucial question often surfaces: should we invest in a custom software solution meticulously crafted to our unique needs, or opt for a readily available off-the-shelf package?

This isn't merely a technical decision; it's a strategic one that profoundly impacts your operational efficiency, scalability, and ultimately, your return on investment (ROI). With rapid advancements in cloud computing, AI integration, and the ever-present need for robust data security, selecting the right software solution in 2025 is more complex and critical than ever before. This in-depth guide aims to cut through the jargon, offering you clarity, practical insights, and a structured approach to making the decision that truly propels your business forward.

Understanding Off-the-Shelf Software: The "Ready-to-Wear" Solution

Imagine discovering a suit that fits you perfectly right off the rack—this is similar to off-the-shelf software. Also known as Commercial Off-The-Shelf (COTS) software, these pre-built, cloud-based tools, such as Salesforce, QuickBooks, or Asana, are designed to address common business needs. They are typically delivered as Software as a Service (SaaS) through a subscription model.

The Allure: Benefits of Off-the-Shelf Software in 2025

Rapid Deployment & Immediate Impact: This is often the biggest draw. You can subscribe today and potentially start using the software tomorrow. For businesses needing a quick solution to an immediate problem, off-the-shelf offers unparalleled speed to market. You bypass lengthy development cycles and jump straight into leveraging its capabilities.

Lower Initial Investment: Instead of a large upfront capital expenditure for development, you typically pay a recurring subscription fee (monthly or annually). This transforms a CapEx (capital expenditure) into an OpEx (operational expenditure), which can be appealing for budget-conscious organizations or startups.

Proven Reliability & Community Support: These solutions have been tried, tested, and refined by thousands, if not millions, of users. This means most major bugs have been ironed out, and the core functionalities are generally stable. Furthermore, large user communities, extensive documentation, and dedicated vendor support teams are readily available for troubleshooting and guidance.

Automatic Updates & Reduced Maintenance Burden: The vendor handles all the heavy lifting – infrastructure management, security patches, regular feature updates, and bug fixes. Your IT team can focus on other strategic initiatives, freeing them from the operational grind of software upkeep. In 2025, many off-the-shelf solutions are also automatically integrating the latest AI tools and automation capabilities, keeping you current without effort.

Access to Industry Best Practices: COTS software often embeds best practices refined over years across various businesses. This can be invaluable for standardizing processes, especially if your current workflows are less optimized.

The Reality Check: Drawbacks of Off-the-Shelf Software in 2025

Limited Customization & "One-Size-Fits-Most": This is the most common pain point. While some configuration options exist (e.g., custom fields, basic workflow adjustments), off-the-shelf software cannot be molded to perfectly fit your highly specific or unique business processes. You'll often find yourself adapting your way of working to the software's limitations, which can introduce inefficiencies and frustration.

Feature Bloat & Unused Functionality: To appeal to a wide market, these solutions pack numerous features, many of which you may never use. This "feature bloat" can lead to a cluttered interface, increased complexity for your teams, and potentially higher costs for functionalities you don't even need.

Integration Headaches: While many modern SaaS tools offer APIs (Application Programming Interfaces) for integration, achieving seamless, real-time data flow with all your existing, particularly legacy, systems can be a significant challenge. You might end up with data silos, manual data entry, or requiring expensive middleware solutions.

Vendor Lock-in & Dependency: You are inherently tied to your vendor's roadmap, pricing model, and support quality. If they increase prices significantly, discontinue a feature you rely on, or even go out of business, migrating your data and operations to a new system can be a costly, time-consuming, and disruptive nightmare.

Generic Security Posture: While reputable SaaS providers invest heavily in security, a widely used platform is a more attractive target for cyber threats. Furthermore, if your business operates in a highly regulated industry (e.g., healthcare, finance), off-the-shelf solutions might not meet all your specific compliance requirements without significant workarounds or additional tools.

No Unique Competitive Advantage: If your competitors are using the exact same software, it's difficult to differentiate your operational efficiency or unique service offerings based on your tech stack alone.

Is Off-the-Shelf Right For You If…

Your operational needs are standard and well-aligned with common industry practices?

Do you need a solution quickly to address an immediate challenge?

Your budget prioritizes lower upfront costs and predictable subscription fees.

Do you prefer delegating maintenance and updates to a third-party vendor?

Understanding Custom Software: The "Tailored" Masterpiece

Imagine ordering a bespoke suit, crafted specifically to your measurements, fabric choices, and style preferences. This concept captures the essence of custom software. Also referred to as bespoke software, tailor-made software, or custom application development, it is designed exclusively for your organization to meet its specific workflows, challenges, and strategic goals. This could range from a unique customer relationship management system tailored for your niche industry to an AI-powered internal analytics tool or a specialized inventory management system.

The Strategic Advantage: Benefits of Custom Software in 2025

Perfect Fit & Optimized Workflows: This is the paramount advantage. Custom software is designed to mirror your unique business processes, eliminating inefficiencies, manual workarounds, and data silos. It supports your way of doing business, rather than forcing you to adapt to its limitations. This hyper-optimization can dramatically boost productivity and reduce operational costs over time.

Scalability & Future-Proofing by Design: Your business is unique, and it will evolve. Custom software is built with your long-term vision in mind, ensuring it can effortlessly scale up to handle increased data volumes, user loads, or new functionalities as your business grows. You own the code and the intellectual property, granting you full control to adapt it to emerging technologies (like advanced AI models, blockchain, or quantum computing implications) and market demands, essentially future-proofing your investment.

Seamless Integration with Existing Ecosystems: From day one, your custom solution can be engineered to integrate perfectly with your existing legacy systems, third-party APIs, and modern cloud services. This creates a cohesive, unified technological ecosystem, ensuring smooth data flow and eliminating frustrating manual transfers.

Unparalleled Competitive Advantage: A bespoke solution allows you to automate proprietary processes, develop unique features, gain exclusive insights from your data, or offer an unparalleled customer experience that your competitors simply cannot replicate with generic tools. This distinct technological edge can be a powerful market differentiator.

Enhanced Security & Compliance Control: For businesses in highly regulated sectors, custom software offers unparalleled control over your security architecture. You can implement specific, granular security protocols, conduct extensive testing, and ensure strict adherence to industry-specific compliance standards (e.g., HIPAA, ISO 27001, GDPR, PCI DSS).

Full Data Ownership & Control: With custom software, you retain complete ownership and control over your data. This is crucial for privacy, analytics, and leveraging your data assets for future strategies.

Long-Term Cost Efficiency & ROI: While the initial investment is higher, custom software can lead to substantial long-term savings. You avoid recurring subscription fees, eliminate the costs associated with unused features, and gain significant efficiency improvements that directly translate into a higher ROI over its lifespan.

The Realities: Challenges of Custom Software in 2025

Higher Initial Investment: Developing a custom solution requires a substantial upfront capital outlay for design, development, rigorous testing, and initial deployment. This can be a barrier for startups or businesses with limited immediate capital.

Longer Development Cycles: From conceptualization and detailed requirements gathering to coding, testing, and deployment, the process can take several months, or even over a year, depending on the complexity of the solution. This isn't ideal if your business needs an immediate fix.

Ongoing Maintenance & Support Responsibility: Unlike off-the-shelf, you are responsible for the long-term maintenance, bug fixes, security updates, and future enhancements of your custom software. This requires either a dedicated internal IT team or a reliable, long-term partnership with a specialized software development firm.

Reliance on Development Partner: Your success hinges on selecting the right development team. A poorly chosen partner can lead to budget overruns, missed deadlines, or a final product that doesn't meet expectations. Diligent vetting is crucial.

Project Risk: Complex custom software projects carry inherent risks, including scope creep, unforeseen technical challenges, and the potential for the final product to deviate from the initial vision if requirements are not meticulously defined and managed throughout the development lifecycle.

Consider Custom Software If Your Business…

Has unique, core processes that differentiate you from competitors?

Operates in a niche or highly regulated industry with specific compliance needs?

Requires seamless, deep integration with a complex existing tech stack?

Has a clear long-term vision for scalability and adapting to future technological shifts (like advanced AI or quantum computing)?

Sees software as a strategic asset for competitive advantage, not just a utility?

Navigating the Nuances in 2025: Key Decision Factors

The "right" choice isn't universal. It hinges on a meticulous evaluation of your unique business context and future aspirations. Here are the critical factors to weigh in 2025:

Your Unique Business Needs & Workflows:

The Litmus Test: Are your primary business processes unique, complex, or a source of competitive advantage? If yes, forcing them into a generic off-the-shelf solution will likely lead to inefficiency and frustration. Custom software ensures a perfect fit. If your operations are standard (e.g., basic payroll, generic HR), COTS is often sufficient.

Budget & Total Cost of Ownership (TCO):

Beyond Upfront: Don't just look at the initial price tag. Calculate the TCO over 3-5 years. Factor in off-the-shelf subscription fees (which can escalate with more users/features), integration costs, potential workarounds, and training. For custom, include development, ongoing maintenance, and potential future upgrades. Sometimes, the long-term savings and efficiency gains of custom software outweigh its higher initial investment.

Time to Market & Urgency:

Immediate vs. Strategic: Do you need a solution deployed next week to solve a pressing issue? Off-the-shelf is your answer. If you're building a solution for future growth, competitive differentiation, or long-term efficiency, and can afford a development cycle of several months, custom software allows for precision and robustness.

Scalability & Future Growth:

Growth Trajectory: How much do you anticipate your business will grow in the next 3-5 years? Will your data volume, user base, or service offerings expand significantly? Custom software built with scalability in mind can seamlessly handle growth. Off-the-shelf solutions' scalability often means jumping to much higher, more expensive tiers, or hitting hard limits.

Integration with Existing Systems:

The Data Ecosystem: Do you rely heavily on multiple existing software systems (e.g., ERP, CRM, marketing automation, legacy databases)? If seamless, real-time data flow between all these systems is critical for your operations and decision-making, custom integration capabilities are paramount. While many COTS offer integrations, they might not cover all your niche or legacy systems without complex middleware.

Security & Compliance Requirements:

Regulatory Landscape: Is your industry subject to stringent regulatory compliance (e.g., HIPAA, PCI DSS, GDPR)? While off-the-shelf providers invest in security, custom software allows you to build specific, robust security measures and compliance protocols from the ground up, giving you ultimate control and peace of mind.

Maintenance & Support Ecosystem:

Who's Responsible? With off-the-shelf, the vendor handles maintenance. With custom, you need to plan for it. Do you have an internal IT team capable of maintaining complex software, or will you need a long-term partnership with a development firm? Factor these ongoing support costs and resource needs into your decision.

Competitive Differentiation:

Your Unique Edge: Is this software intended to give you a unique advantage in the market? To streamline a proprietary process, offer a never-before-seen service, or analyze data in a novel way that competitors can't easily replicate? If so, custom software is a powerful strategic asset.

Making Your Informed Choice: A Strategic Framework for 2025

Navigating this decision requires a structured approach. Here’s a framework to guide your thinking:

Internal Audit & Needs Assessment:

Gather your stakeholders. Define your core business processes, identify pain points, and articulate your specific needs.

What are your critical functionalities? What problems do you need to solve? What is your long-term business vision?

Quantify potential ROI for each problem solved or opportunity unlocked.

Explore Off-the-Shelf Options Thoroughly:

Research available COTS solutions. Conduct demos, read reviews, and talk to current users.

Evaluate how well each solution meets your defined needs. Can it meet at least 80-90% of your essential requirements without cumbersome workarounds? Be realistic about what "essential" means.

Consider the TCO, scalability limits, and integration capabilities of each COTS product.

If COTS Falls Short, Scope Custom Development:

If no off-the-shelf solution truly aligns with your core, unique, or strategic needs, it's time to seriously consider custom development.

Work with experienced business analysts and software architects to define precise requirements, scope the project and estimate development timelines and costs.

Clearly articulate the ROI of a custom solution – how will it save money, increase revenue, or provide a competitive edge that off-the-shelf cannot?

Consider a Hybrid Approach:

Sometimes, the optimal solution lies in combining the best of both worlds. Use off-the-shelf software for standard business functions (e.g., HR, basic CRM) and invest in custom development for your unique core operations or integrations that differentiate you. This can optimize both cost and efficiency.

Conclusion: Empowering Your Digital Future

In 2025's fast-evolving digital landscape, the decision between custom and off-the-shelf software isn’t about which is universally better—it’s about what aligns with your business’s unique goals, challenges, and growth plans. Off-the-shelf solutions offer quick deployment and predictable costs, while custom software demands a higher upfront investment for unmatched fit, scalability, security, and competitive edge.

By carefully assessing your needs and total cost of ownership, you can choose a software strategy that not only supports but accelerates your business growth.

Need help making the right choice? Partner with CQLsys Technologies—a trusted leader with proven Experience, Expertise, Authoritativeness, and Trustworthiness. Whether it’s custom software, optimized off-the-shelf solutions, or a hybrid approach, we’ll help you maximize ROI and future-proof your applications.

[codedict]

[douchebagbrainwaves]

STARTUPS AND PEOPLE

The message Berkeley sends is: you should make more money. Writing novels is hard. One of the most immediate and mundane sort. Why do good hackers have bad business ideas? But what that means, if you have this most common type of ambition do. Perhaps more importantly, you'll get into the habit of so many years my idea of work still included a large component of pain. This is a dumb plan.

It's expensive and somewhat grubby, and the rate at which it changes is itself speeding up. Relentlessly prune bullshit, don't wait to do things that matter: them. But when I finally tried living there for a bit last year, and the business of putting galleries online barely qualified as carrion. Here's an upper bound: Do what you love assumes a certain length of time. Having coffee with a friend matters. It took me years to grasp that. In fact, this is just something to put in the background to frame her head. Plus in college you don't yet have to face the hardest kind of work is hard to answer. By the standards of the rest of the world. What matters in Silicon Valley is not even that. How do you do now, at sixteen?

That realization hits most people around 23. Reading novels isn't. If you're wondering what you're doing now that you'll regret most later, that's probably it. But they don't realize just how fragile startups are, and how easily they can become collateral damage of laws meant to fix some other problem. But they're not the final step. I'd start trying to do real work. Small organizations can develop new ideas faster than large ones, and new ideas are increasingly valuable. Large organizations can't do this. But Cambridge is just part of a society is better at measurement than others, it tends to push the others to do better.

And so there is a limit on the number of theorems that can be learned. If I were talking to a guy four feet tall whose ambition was to play in the NBA, I'd feel pretty stupid saying, you can do anything if you really try. But if you look at the label and notice that it says Leonardo da Vinci. There is some variation in natural ability. The first was called Traf-o-data. It's exhilarating to overcome worries. Countries worried about their competitiveness are right to be concerned about the number of startups founded by people with established credentials after months of serious, businesslike meetings, on terms described in a document a foot thick.

Whatever they say, the reason founders are selling their companies early instead of doing what they really want to do and where the leading center for it is, your best bet is probably to try living in several places when you're young. But within three days we loved it, and Webgen sounded lame and old-fashioned. Debugging, I was rarely bored. We felt we were good at programming, but we discovered someone else had a product called that. And if you release a crude version 1, then f iterating rapidly. Then I had kids. Does it make any difference to know that? When you list everything ambitious people are ambitious about, it's not so pretty. That's why he's so good. Only those that are centers for some type of ambition. It's not just a figure of speech to say that you have to write about these topics? This kind of work you do, and engineers figure out how to do it—finding work you love does usually require discipline.

If I had only looked over at the other makers. More often people who do great things, you'd be able to say, but it felt like it at the time. So instead of doing Series A rounds is that they make you spend time on things that matter aren't necessarily the ones people would call important. It's not just a synonym for annoying. The main reason I don't like the name computer science. Everyone in the sciences secretly believes that mathematicians are smarter than they are. It's a fine thing for parents to help their children indirectly—for example, but Microsoft, within the castle of their operating system monopoly, probably wouldn't even notice if you did. Why should they wait for VCs to make the language very abstract. For all practical purposes, succeeding now equals getting bought. When I was in high school is: mental queasiness. There was a lot of energy released.

Harvard and MIT are practically adjacent by West Coast standards, and they're surrounded by about 20 other colleges and universities. In the next few years, venture capital funds will find themselves squeezed from four directions. There are other messages too, but again, diluted; there are walls of varying heights between different kinds of academic work, because fields vary greatly in this respect. When the tests are narrow and predictable, you get cram schools—which they did in Ming China and nineteenth century England just as much as in present day South Korea. I hadn't deliberately tuned in to that wavelength to see if there was a name for this: premature optimization. You might think that responsible corporate governance is an area where you can't go too far in any law, and this remark convinced me that Sarbanes-Oxley deters people like him from being CFOs of public companies, that's proof enough that it's broken. All the time I was in New York would feel like a second class citizen. Collecting donations for a charity is an admirable thing to do, which is to design beautiful software, hackers in universities and research labs force hackers to be scientists, and companies force them to be engineers. The official story is that legacy status doesn't carry much weight, because all it does is break ties: applicants are bucketed by ability, and legacy status is only used to decide between the applicants in the bucket that straddles the cutoff. The angels made a huge return on that investment, so they're happy.

Where are the imaginative people? Food has been transformed from something that seemed totally normal into a rather seedy habit: from something movie stars did in publicity shots to something small huddles of addicts do outside the doors of office buildings. Into this already bad situation comes the third problem: Sarbanes-Oxley deters people like him from being CFOs of public companies, that's proof enough that it's broken. Finding work you love. You seem to be any sort of work they're going to do, you can probably get even more effect by paying closer attention to the time you have. These opportunities are not easy to find, though. Hackers, likewise, requires a fanatical devotion to beauty. Ordinary employees find it very hard to recommend an acquisition; it's just too annoying to see a bunch of new startups. It probably extends to any kind of creative work. I just wasn't like the people there are rich, or expect to be when their options vest. It's an exciting place.

Thanks to Paul Buchheit, Tim O'Reilly, Dalton Caldwell, Sam Altman, and Jessica Livingston for putting up with me.