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The Ladder Paradox

Hacker News - Wed, 06/03/2026 - 9:05am
Categories: Hacker News

Show HN: Aura, an LLM coding harness that dogfooded itself

Hacker News - Wed, 06/03/2026 - 9:02am

Hi HN,

I built Aura-IDE, a native desktop LLM coding harness for AI assisted software engineering.

The idea is not just “chat with your codebase.” Aura wraps models in a structured engineering loop:

repo awareness → Planner spec → Worker execution → surgical edits → validation → recovery → final receipt

The Planner reads the project and writes a spec. The Worker executes that spec with filesystem tools, diff approval, terminal validation, and recovery behavior. The goal is to make ordinary models produce better code by giving them better process, context, and tools.

The unusual part: Aura has been heavily dogfooded on itself. Roughly 98% of the codebase was generated, edited, or refined through Aura’s own Planner/Worker workflow under human direction. During May, visible DeepSeek usage crossed 1.1B tokens and nearly 30k API requests while improving Aura’s reliability, edit mechanics, UI, updater flow, README, demo flow, and product polish.

It is built with Python and PySide6. It supports DeepSeek, OpenAI, Anthropic, Gemini, OpenRouter, and CLI backends. It can run carefully with diff review, or faster with auto-dispatch/auto-approve.

I’d love feedback from people building coding agents, IDEs, or local/dev tools.

Comments URL: https://news.ycombinator.com/item?id=48383456

Points: 1

# Comments: 0

Categories: Hacker News

A Manifesto Against AI Slop

Hacker News - Wed, 06/03/2026 - 9:01am
Categories: Hacker News

Apple Needs a Next-Gen Siri at WWDC to Power Its Future Devices

CNET Feed - Wed, 06/03/2026 - 9:01am
Commentary: Glasses, camera-enabled AirPods, a pendant and perhaps major Apple Watch updates all need a Gemini-powered AI revamp that isn't here yet. WWDC should be where that journey begins.
Categories: CNET

The Future of Apple Watch AI Isn't a Chatbot. It's a Coach

CNET Feed - Wed, 06/03/2026 - 9:01am
Commentary: With Siri expected to take the spotlight, where does WatchOS 27 fit in? Here's everything we're expecting, hoping for and firmly opposed to.
Categories: CNET

Dating Net Worth

Hacker News - Wed, 06/03/2026 - 9:00am

Article URL: https://datingnetworth.com/

Comments URL: https://news.ycombinator.com/item?id=48383432

Points: 1

# Comments: 0

Categories: Hacker News

Kirki, Burst Statistics WordPress Plugin Flaws in Attackers’ Crosshairs

Security Week - Wed, 06/03/2026 - 9:00am

Threat actors are exploiting vulnerable Kirki and Burst Statistics deployments to elevate privileges and take over websites.

The post Kirki, Burst Statistics WordPress Plugin Flaws in Attackers’ Crosshairs appeared first on SecurityWeek.

Categories: SecurityWeek

Security of 100 AI Agents Tested and Ranked – What You Need to Know

Security Week - Wed, 06/03/2026 - 9:00am

The AI Risk Quadrant evaluates AI agents based on three factors: how vulnerable they are to compromise, the potential impact of a breach, and the strength of their security defenses.

The post Security of 100 AI Agents Tested and Ranked – What You Need to Know appeared first on SecurityWeek.

Categories: SecurityWeek

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