Haven’t we moved on from these things? Most recent LLMs have been trained on enough long context tasks to have become pretty good at planning. Perhaps with contributions from the harness. In either case, I wouldn’t bother if I were using Codex or Claude Code.
I bother because Claude Code does wacky nonsense unless I use OpenSpec (or something similar) to explicitly research, scope, persist, then implement in a brand-new context. Even Opus will do ridiculous nonsense like throw its hands up when asked to start a Docker container, ignore explicit architectural instructions, write verbose make-work documentation riddled with inaccuracies, etc. Using OpenSpec keeps things as…
OpenSpec – A lightweight and configurable AI spec framework
31–40 of 74 posts
Re: OpenSpec – A lightweight and configurable AI spec framework
#32Re: OpenSpec – A lightweight and configurable AI spec framework
#33Haven’t we moved on from these things? Most recent LLMs have been trained on enough long context tasks to have become pretty good at planning. Perhaps with contributions from the harness. In either case, I wouldn’t bother if I were using Codex or Claude Code.
> been trained on enough long context tasks to have become pretty good at planning This is absolutely not true
feels less like planning and more like throwing spaghetti at the wall the moment ambiguity emerges, I really hope the next batch dials it back
Re: OpenSpec – A lightweight and configurable AI spec framework
#34Haven’t we moved on from these things? Most recent LLMs have been trained on enough long context tasks to have become pretty good at planning. Perhaps with contributions from the harness. In either case, I wouldn’t bother if I were using Codex or Claude Code.
Re: OpenSpec – A lightweight and configurable AI spec framework
#35I have a super simple spec-based workflow. It works amazingly well. I’m amazed how well coding agents can work through what I consider large features. Last week, I gave a 471 line spec to implement a major feature and it didn’t flinch. I wrote about it here. https://jaisenmathai.com/articles/sojourn-for-ios-was-45-one...
I am sorry but 471 lines is nothing in 2026. Come back when it has executed a 5000-10,000 line spec flawlessly, although the threshold keeps getting higher as the models get better. You're right though about a simple spec based workflow going far.
Re: OpenSpec – A lightweight and configurable AI spec framework
#36Haven’t we moved on from these things? Most recent LLMs have been trained on enough long context tasks to have become pretty good at planning. Perhaps with contributions from the harness. In either case, I wouldn’t bother if I were using Codex or Claude Code.
> been trained on enough long context tasks to have become pretty good at planning This is absolutely not true
Re: OpenSpec – A lightweight and configurable AI spec framework
#37Haven’t we moved on from these things? Most recent LLMs have been trained on enough long context tasks to have become pretty good at planning. Perhaps with contributions from the harness. In either case, I wouldn’t bother if I were using Codex or Claude Code.
Re: OpenSpec – A lightweight and configurable AI spec framework
#38I just have it write a checklist file in /tmp (or a todo folder if I want to keep it), and check off items as it finishes them. Seems to work fine. Is this really needed?
Re: OpenSpec – A lightweight and configurable AI spec framework
#39i find a small, human written spec to be much more effective than these large spec documents.
the idea is that you iterate with your agent to write the spec, you implement, then eventually that spec gets merged into a "spec corpus" that describes all the behavior of the repository. but i don't think that prose can ever enumerate all the behaviors required of code, nor should it. the spec almost immediately becomes out of date.
Re: OpenSpec – A lightweight and configurable AI spec framework
#40my org at work adopted openspec, and i strongly dislike it. every change, medium or larger, turns into a large set of multiple markdown documents, each that need review. and they are never handwritten - always slop, filled with the all the tells of ai writing, which i personally find grating. i find a small, human written spec to be much more effective than these large spec documents. the idea is that you iterate wit…