
OSS IDE for controlling AI coding agents with built in loops
Sonnet 4.6 fasst Produkt + Kommentar-Tonalität in vier Sätzen zusammen (~0.5 ct, einmal pro Post).
How do you keep function- level tracking accurate as Claude Code and Cursor update their output?
the AST-level diffing instead of parsing agent output is the smart call, that's the part that'll actually survive tool updates. question on the "intent" side though - where does the original intent come from? is it the prompt you gave the agent, a spec you write separately, or does Aura infer it from the diff itself? asking because if intent has to be written by hand for every task, that's extra overhead people will skip under deadline pressure, which is exactly when you'd want the check most
The built-in loop is the part I keep hand-rolling myself: kick the agent, check the diff, re-run. How does Aura decide a loop is done versus stuck in a rewrite spiral? That's usually the moment I have to step in and babysit mine.
An open-source ADE sitting on top of local agent CLIs like Claude Code and Cursor is the missing control layer — the agents ship fast but there's no cockpit over them. Two setup questions: does Aura run fully local against my own repo and agent binaries, or does the orchestration route through a hosted service? And where does the loop/intent state live — committed into the repo alongside git, or in a separate Aura store I'd have to sync per machine?
I was checking this out earlier, and it looks like the first ADE that won't be overkill for my simple workflow (I just use the terminal in Zed with Codex and Antigravity CLIs) while allowing me to add in some of the more advanced techniques.
I've come back to download and try it out, but the site's down, unfortunately.
That black box feeling is exactly what makes me hesitant with these coding helpers. Being able to see what actually happened and trust it lines up with what I asked would settle my nerves a lot, Mo.
The built-in loops caught my attention since that’s usually where agent workflows start getting more interesting. Are those loops something developers configure themselves, or can Aura adapt them based on how the agent is performing?
The AST-diff-over-parsed-output call is right — Gal already flagged that's the part that survives tool updates. What I'd poke at is Mo's answer to him: if intent is inferred from the diff by the same class of model that wrote the code, then "does the code match intent?" is comparing the diff to a description of the diff, both downstream of the same generation. That catches the agent fumbling syntax. I don't see how it catches the agent confidently doing the wrong thing, because the reconstructed intent will just narrate whatever the diff did and call it deliberate. I hit exactly this running eval on my own app's output — an inferred rubric inherits the generator's blind spots and rates the confident-wrong case as a pass. Is there any mode where intent is anchored to something upstream of the diff — the original task, a human note — so the check has an independent reference?
Congrats on the launch, Ashik. I’ve been using coding agents quite a bit, and honestly, reviewing what they did is often harder than asking them to do it. After a long run, I’m usually staring at a huge diff wondering whether the agent actually solved the task or just produced something that looks right. Being able to rewind one function instead of rolling back the whole session sounds useful.
I’m curious about one thing. If I rewind a function and other changes depend on it, will Aura show me that before I do it?