A Catalog of Ways to Generate SSA

Catalog of Static Single Assignment (SSA) generation methods, detailing historical papers and approaches. SSA assigns variables once, improving compiler efficiency. Important papers cover various methods from 1980s to 2023, addressing phi functions, dominance frontiers, single-pass generation, and incremental SSA. Highlights include Cytron's minimal phi instructions, Brandis & Mössenböck's parsing approach, and recent works using reaching definitions. The author plans to add more resources and encourage contributions on SSA-related topics.

https://bernsteinbear.com/blog/ssa/

Augment Code: An AI Coding Tool for ‘Real’ Development Work

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Augment Code is an AI coding tool designed for professional developers, providing support for code completion and improvements in Visual Studio Code. Unlike tools like Bolt, which target non-professionals, Augment focuses on enhancing productivity for experienced coders. It integrates seamlessly and offers features like project comprehension and code style adaptation. The tool suggests code improvements and facilitates efficient coding practices, optimizing the developer's workflow through quick feedback and contextual assistance.

https://thenewstack.io/augment-code-an-ai-coding-tool-for-real-development-work/

The 6 Best AI App Builders in 2025

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TLDR:

In 2025, the top six AI app builders are:

  1. Softr – Fast app generation, free and paid plans ($59/month).
  2. Microsoft Power Apps – Flexible with AI editing, starts at $20/user/month.
  3. Quickbase – Enterprise-grade functionality, starts at $35/user/month.
  4. Airtable Cobuilder – Integrates with Airtable for quick data views, free and paid options.
  5. Create – Builds apps from a single prompt, starting at $19/month.
  6. Databutton – Offers control using an AI agent, pricing starts at $20/month.

Criteria for evaluation included prompt interpretation, automatic functionality setup, no-code usability, customization tools, and easy publishing. The landscape is evolving rapidly, with platforms focusing on enhancing user experiences in app development through AI.

https://zapier.com/blog/best-ai-app-builder/

How OWASP Helps You Secure Your Full-Stack Web Applications — Smashing Magazine

OWASP helps web developers secure full-stack applications by highlighting common vulnerabilities. It offers a curated list of the top 10 vulnerabilities, serving as a crucial resource for understanding and addressing security risks. Key issues include Server-Side Request Forgery (SSRF), authentication failures, insecure design, and injection flaws. Developers are encouraged to implement logging, monitor software integrity, and stay updated on dependencies to enhance security. Understanding and applying OWASP guidelines significantly elevates a developer's ability to mitigate security threats in web applications.

https://www.smashingmagazine.com/2025/02/how-owasp-helps-secure-full-stack-web-applications/

New Junior Developers Can’t Actually Code

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New junior developers rely heavily on AI tools like Copilot for coding, producing functional code quickly, but often lack deep understanding of the underlying principles. They struggle to explain why their solutions work or to consider edge cases, indicating a loss of foundational knowledge. Unlike previous generations who engaged with resources like Stack Overflow, current practices favor quick fixes over thorough learning. To address this, developers should adopt a learning mindset with AI, engage in meaningful discussions, enhance code reviews to emphasize understanding, and build projects from scratch to deepen their knowledge. The challenge is to balance efficiency gained through AI with the necessity of solid coding fundamentals.

https://nmn.gl/blog/ai-and-learning

Debugging An Undebuggable App

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Debugging a highly protected iOS app involves dealing with advanced anti-debugging techniques, such as PT_DENY_ATTACH, which prevents debuggers from attaching, and random crashes that reboot jailbroken devices. The article outlines methods to bypass these protections, including setting breakpoints to intercept calls and using assembly code to directly invoke low-level functions. Additionally, it discusses challenges when injecting code, often due to app group configurations that get disrupted during code signing. Ultimately, the author successfully circumvents anti-debugging measures, attaches a debugger, and injects code, showcasing various strategies for exploring and modifying iOS apps under restrictive conditions.

https://bryce.co/undebuggable/

Setting up a Trusted, Self-signed SSL/TLS Certificate Authority in Linux

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TLDR: Set up a self-signed SSL/TLS certificate authority (CA) in Linux using OpenSSL. Generate a CA key and certificate, create a private key for the target domain (e.g., localhost), configure a certificate signing request (CSR), sign the certificate with the CA, and install the CA certificate to your OS or browsers. Follow specific commands for Ubuntu and Arch Linux.

https://previnder.com/tls-ca-linux/

Traefik.me

traefik.me offers wildcard DNS for any IP, allowing access via easy URLs without configuration. It resolves domains like [10.0.0.1].traefik.me to the corresponding IPs, supporting HTTPS with Let's Encrypt wildcard certificates. Originating from the traefik.io reverse proxy, it's ideal for local Docker development, simplifying access to services with minimal setup.

https://traefik.me/

How To Use Chrome’s Developer Tools

TLDR; Chrome DevTools aids web developers in inspecting content, debugging, and monitoring performance. It features various tabs (Elements, Network, Console, Sources, Performance, etc.) for different tasks, such as inspecting page elements, viewing resource loads, debugging JavaScript, analyzing performance metrics (Core Web Vitals), and performing security audits. Key functionalities include editing content, throttling network speeds, running scripts, debugging memory leaks, and mobile emulation. DevTools also allows for code coverage analysis, and the use of hidden features like code search and screenshots.

https://www.debugbear.com/blog/use-chrome-devtools

Comments on NASA’s 10 Rules

NASA's 10 software development rules, aimed at embedded programming for spacecraft, prioritize avoiding programming pitfalls to prevent mission failures. Critiques highlight the limitations of these rules when applied to other contexts, such as compiler development, questioning their universality and adaptability to better languages. Each rule is examined critically, emphasizing the complexities involved, especially restrictions on control flow, loops, dynamic memory, function length, assertions, scope, error checking, preprocessor use, pointers, and compilation practices. Many rules, while promoting safety, may hinder readability, maintainability, and flexibility in programming.

https://www.cs.otago.ac.nz/cosc345/resources/nasa-10-rules.htm

Product Development Processes You Might Not Have Heard Of

Explore alternative product development methodologies beyond Scrum, Kanban, and Scrumban; these include:

  1. ShapeUp: A 6-week cycle focusing on shaping solutions before committing to builds through phases: Shaping, Betting Table, and Building.
  2. Plan > Build > Ship: A lighter waterfall approach emphasizing complete ownership of features from planning to shipping.
  3. Get Shit Done (GSD): Emphasized by Shopify, this method promotes rapid problem-solving through Think, Explore, and Build phases, supported by tracking tools.

These alternatives cater to different organizational needs and should be considered when structuring product processes.

https://www.departmentofproduct.com/blog/product-development-processes-you-might-not-have-heard-of/

You Are Using Cursor AI Incorrectly…

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Users are misusing Cursor AI by treating it as a search engine, under-specifying prompts, and misapplying its autonomous features. Key advice includes leveraging Cursor Rules to build a library of prompting rules instead of just implementing code. This “stdlib” can improve interactions with Cursor by teaching it through loops of corrections and updates. Successful outcomes require structured requirements discussions, rule creation, and automatic handling of tasks like commits. The goal is to automate software development processes, enabling users to scale their workflows with Cursor's help.

https://ghuntley.com/stdlib/

AI Coding Assistants Limited but Helpful, Developers Say

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AI coding assistants are deemed limited yet beneficial by developers at the DeveloperWeek conference. While tools like GitHub Copilot, Tabnine, and JetBrains AI are praised for speeding up development and offering useful code snippets, concerns persist about their maturity, accuracy, and reliability, particularly in handling complex code scenarios and avoiding “hallucinations.” Attendees believe these tools will improve with time, but users must possess significant technical knowledge to effectively utilize them.

https://www.infoworld.com/article/3825429/ai-coding-assistants-limited-but-helpful-developers-say.html

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