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I regained control over the code my AI writes for me

Hacker News - Thu, 03/05/2026 - 1:46pm

Article URL: https://archtocode.com

Comments URL: https://news.ycombinator.com/item?id=47265555

Points: 1

# Comments: 1

Categories: Hacker News

Show HN: LLM Price to Performance Tool

Hacker News - Thu, 03/05/2026 - 1:45pm

tldr: We launched https://vantage.sh/models - a price to performance comparison tool for LLMs. If you're familiar with ec2instances.info....this is basically the LLM version of that.

- - - -

I'm Co-Founder and CEO of Vantage posting on behalf of our team that shipped this. Vantage is a cloud cost management platform. We also maintain https://ec2instances.info/ after buying the site a few years back. We've been hearing rumblings from the community looking for something similar for LLMs...so we built it.

The site is free and open-source and provides a centralized view of LLM model specifications, pricing, benchmarks, and hosting information. We're shipping early and looking for feedback. Give it a peek and let us know what you think.

Comments URL: https://news.ycombinator.com/item?id=47265549

Points: 1

# Comments: 0

Categories: Hacker News

GPT 5.4 is Launching

Hacker News - Thu, 03/05/2026 - 1:42pm
Categories: Hacker News

Docs Considered Harmful

Hacker News - Thu, 03/05/2026 - 1:40pm
Categories: Hacker News

Yet another job scheduler bug

Hacker News - Thu, 03/05/2026 - 1:39pm
Categories: Hacker News

Built my first ever open-source project: Decision Guardian

Hacker News - Thu, 03/05/2026 - 1:37pm

I wanted to share my first-ever open-source project.

It’s a tool that surfaces your architectural decisions on pull requests or lets you check them locally using a CLI. You can also set up various rules to trigger actions based on changes in a PR.

I’d love to hear any feedback or suggestions on how I can improve it :>

Github Action : https://github.com/marketplace/actions/decision-guardian

NPM -: https://www.npmjs.com/package/decision-guardian

Source code -: https://github.com/DecispherHQ/decision-guardian

Comments URL: https://news.ycombinator.com/item?id=47265408

Points: 1

# Comments: 0

Categories: Hacker News

Show HN: Nexus Gateway – Reduce LLM API Costs Using Semantic Caching

Hacker News - Thu, 03/05/2026 - 1:37pm

Hi HN,

I'm building Nexus Gateway, an AI gateway that helps developers reduce LLM API costs.

Problem: Many applications send repeated or semantically similar prompts to LLMs, which leads to unnecessary API calls and higher costs.

Solution: Nexus Gateway uses semantic caching to detect similar prompts and serve cached responses instead of calling the LLM again.

Features: • Semantic caching to reduce repeated API calls • Multi-model support (OpenAI, Gemini, Llama, Anthropic) • BYOK support • PII protection and sovereign AI layer (in progress)

Goal: Reduce LLM costs by 40–70% while improving latency.

I’d really appreciate feedback from the community.

Website: https://www.nexus-gateway.org

Comments URL: https://news.ycombinator.com/item?id=47265402

Points: 1

# Comments: 0

Categories: Hacker News

Show HN: GovernsAI – unified auth, memory, and PII guard across AI providers

Hacker News - Thu, 03/05/2026 - 1:34pm

I built GovernsAI to solve a problem I kept hitting while switching between OpenAI, Anthropic, and Google: no shared memory, no centralized access control, and PII leaking into prompts constantly.

It's essentially an AI OS layer that sits above the providers:

- Unified authentication across OpenAI, Anthropic, Google - Persistent memory management that follows you across models - A precheck service that catches PII before it hits any API - Budget enforcement and human-in-the-loop confirmation workflows - A browser extension (pii-guard) that intercepts at the input level

The architecture is documented in a paper I submitted to arXiv if you want to go deep on the design decisions.

Happy to answer questions about the infra choices, the memory layer, or why I built on top of providers instead of picking one.

https://governsai.com

Github: https://github.com/Governs-AI

Comments URL: https://news.ycombinator.com/item?id=47265365

Points: 1

# Comments: 0

Categories: Hacker News

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