…On larger projects, context can get mixed, and Claude may confuse one component, workflow, or requirement for another. Correcting it in chat helps in the moment, but that feedback often remains tied…
…Related Two old GPUs I salvaged are doing more AI work than a brand new $2000 card, and I won't be upgrading anytime soon I built a local AI setup out…
…Related 5 self-hosted LLMs I use for specific tasks My customized, self-hosted AI workflow Focus on workflow integration instead Connecting the engine to the wheels For a long time, my…
…What stood out most was its debugging ability. Instead of throwing random fixes at the problem, it actually reasoned through the issue. The workflow felt less like “generate app fast” and more…
…VS Code today includes a file explorer, terminal, extension marketplace, UI framework, remote access layer, and increasingly, AI tooling. This reduces friction and makes workflows easier to manage across machines and environments…
…Namespace Router Routes to Phase pipeline /gsd-ns-workflow discuss / plan / execute / verify / phase / progress Project lifecycle /gsd-ns-project milestones, audits, summary Quality gates /gsd-ns-review code review, debug, audit…
…In reality, most agentic coding workflows still need babysitting. I cannot count the number of times I gave an AI agent a prompt to build something, got up to make coffee, and…
…Anthropic is primarily an AI safety and research company. Its founding mission is rooted in making AI that is safe and understandable, which is why safety-focused training methods like Constitutional AI…
…Related Claude Code's real power comes from the tweaks nobody wants to talk about Claude Code gets better when you stop chasing flashy workflows and start tightening the boring setup details…
…is that self-hosted models are far less forgiving than cloud AI tools. They expose every weakness in your workflow, but they also reward every improvement. Once I improved my prompting habits…