I run my Next.js branches entirely in the cloud, avoiding local installs by treating each container as disposable infrastructure with no local footpri...Show more

Anthropic’s plan to consume a gigawatt of power—equivalent to a small city—illustrates the massive compute demands of cutting-edge AI training.

Tom followed a blog post to set up DeepSeek OCR on DGX Spark, observed it ran for a long duration, and benchmarked it against Tesseract and his own Lo...Show more

At Vercel conf, Cameron met a hedge fund rep who said all their algorithmic models are custom fine-tuned on top of Quinn foundation models.

The app builder was launched without basic save or incremental save functionality, highlighting the importance of verifying core features before relea...Show more

In a real-world performance test, running the DeepSeek OCR evaluation set of 1,600 images on a DGX system took 13 hours, revealing scaling considerati...Show more

During a live demo querying the ‘top products’ endpoint from an MCP server, the function call failed because the database schema hadn’t been updated, ...Show more

A developer at a large non-tech company discovered over 30,000 private GitHub repos, highlighting the challenge of navigating sprawling codebases.

A wife’s CPU was melting down under five Chrome windows with 50 tabs each, illustrating how excessive browser tabs can ruin system performance.

Despite having Whisper flow installed, Cameron admits he often forgets to use it, illustrating common friction in adopting new developer tools.

Cameron spent hours multitasking—committing code and running CLAUDE reviews in the background—to iteratively catch bugs and refine features with minim...Show more

On his first low-effort attempt, Cameron’s MCP server for Sora worked end-to-end but exhibited timeout issues he plans to fix.

Tom shares a simple prompt that generates a video of a figure walking past llamas with expressive confusion, highlighting limitations in facial expres...Show more

Tom recounts testing a prompt 'man walks with purpose through the Mist' with subject reference imagery, noting the generated face quality was subpar.

Tom recounted generating dozens of versions of the same scene until he found acceptable face consistency, highlighting the iterative nature of early v...Show more

Sourceforge was once the go-to discovery platform for open source before GitHub introduced social coding and ultimately dominated the ecosystem, leadi...Show more

DHH capitalized Basecamp’s financial success to fund Rails development, demonstrating that successful commercial ventures can underwrite open source s...Show more

A solo maintainer described handling issue requests late at night only to be berated by users expecting immediate fixes, illustrating the burnout risk...Show more

The Tailwind founder expressed burnout from managing a million-dollar open-source project, highlighting sustainability challenges for maintainers.

Using Claude Code APIs for code generation became prohibitively expensive, illustrating hidden operational costs of AI development.