Affinity gatekeeps MCP server; only available for Claude (www.affinity.studio via hn)
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I'm starting a new company (I will not promote) and I want to hear how you're actually running operations that have little-to-no "human in the loop". Tools like OpenClaw are great for personal use, but how are you leveraging tools/systems…
tool calling/ integration with APIs (www.reddit.com)
how are you guys building integrations of your Agents with different APIs? Do you just add a md file or llms.txt or give them access to official MCP/CLI?
I’ve been posting in this sub about problems and fixes I encountered along the way in this journey but I wanted to write one catch-all post with everything now I’m reflecting on it. The latest challenge has been scaling evaluation for long…
The versioned filesystem for AI agents (coregit.dev via hn)
Store & version your AI agent's code Coregit gives your AI agents a versioned filesystem. Atomic commits, instant forks, time-travel snapshots — one REST API, built on git.
- Mesa: A Versioned Filesystem for Agents (www.mesa.dev via hn)
AI Sandboxes with Memory (news.ycombinator.com)
Code execution sandboxes were designed for CI pipelines, not agents. Agents need to remember what they scraped last Tuesday, fork into 5 parallel browsers, and pick up where they left off.
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78 items
event
Altman AttackSam Altman, CEO of OpenAI, has faced multiple attacks on his home in San Francisco, including firebombing and drive-by shootings, raising concerns for his safety. Additionally, a majority of over 100 people interviewed by Ronan Farrow described Altman as a "pathological liar.
- 19m Musk Testifies OpenAI Was Created as Nonprofit to Counter Google
- 6h Lawyers for Sam Altman's sister quit representing her in lawsuit vs. OpenAI CEO
- 9h 'Stole a charity': Elon Musk accuses Sam Altman of betrayal in courtroom
- 10h "He wanted to be CEO": Early OpenAI VC Vinod Khosla says Elon Musk’s bid for control led to the Sam Altman feud and his major investment
- 11h The Download: Musk and Altman's legal showdown, and AI's profit problem
29 itemsevent
MistralMistral, a French AI company, is set to release a medium-sized model with 128 billion parameters and is planning to launch Workflows in public preview. The company, founded by Arthur Mensch, continues to grow its AI empire despite not being based in the United States.
TL;DR: The non-existing PR "template" is a muddled circular reference of two documents, and the best you can get out of reading them is: What? Why?
GPT-6 Confirmed (www.reddit.com)
could not extract summary
- GPT-4 (openai.com)
I've been using Claude daily for client work and wanted to share what actually works vs what sounds good in theory. The proposal prompt "You are a senior consultant.
Show HN: Claude Exporter – Export Chats to PDF/Word/Notion (chromewebstore.google.com via hn)
Claude Exporter: Claude Chat to PDF, Notion, Word & More Overview Claude Exporter lets you instantly export Claude chat to PDF, Notion, Word, or Google Docs with custom font, size, and text color. Claude Exporter is the easiest way to expo…
I wanted to share an architectural prompt/API experiment I’ve been working on to solve a massive headache in enterprise software development: We want to use frontier models like Claude for reasoning, but sending proprietary business logic…
Sketch to HTML works now (www.reddit.com)
A month ago there was a screenshot circling of Stitch recreating a sketch. Many people pointed out it was fake and nothing like what Stitch was creating.
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224 items
model roundup
Opus 4.7Claude Opus 4.7, released on April 16, 2026, is Anthropic's latest advanced AI model, offering improved handling of complex tasks and a larger context window of up to 1 million tokens. This version is 50% more expensive than its predecessor due to enhanced capabilities in software engineering and hybrid reasoning.
- 21m Deepseek v4 pricing is genuinely silly, did the math and now i am questioning my entire stack
- 1h Crystal Sapphire Pokemon: Claude Code (Opus 4-7) vs. Codex (GPT 5.5)
- 4h Opus 4.7 is just 4.6 with a stick up its butt. Give me my tokens back!
- 4h Claude Status Update : Elevated errors on Claude Opus 4.7 on 2026-04-29T00:00:29.000Z
- 6h Running Opus 4.7 for ops work: how do you keep per-task cost predictable?
7 itemsmodel roundup
Gemini 3Gemini 3 flash has become a popular choice for automated promotions due to its high productivity. The cost of Deepseek V4 flash is one-fifth that of Gemini 3, making it a competitive alternative in the market.
- 42m ChatGPT/Gemini can now draw on your screen to help you navigate complex software
- 1d Are OSS runnable model good now?
- 1d Show HN: Prediction market analysis app layering LLMs with data APIs
- 1d Show HN: OSS Agent I built topped the TerminalBench on Gemini-3-flash-preview
- 2d Speculative decoding with Gemma-4-31B + Gemma-4-E2B enables 120 - 200 tok/s output speed for specific tasks
🚨 TODAY: OpenAI expands its partnership with AWS, bringing its models, Codex, and Amazon Bedrock Managed Agents powered by OpenAI to AWS in limited preview.
Website is your first agent (nedkarlovich.com via hn)
A question that seems minor but probably isn’t: when an agent is dispatched to evaluate whether someone can do a specific kind of work, what does it read? Not your LinkedIn.
Sparkit: A Research Agent in an API (sparkit.science via hn)
An agent that searches the literature, reads PDFs, runs analyses, and returns a fully cited Markdown report — in a single API call.
What agentic framework are you actually using in production? (www.reddit.com)
Feels like a new agent framework drops every other week. Curious what people are actually shipping with vs just experimenting on weekends.
Anyone else having trouble logging onto the Dashboard site? (www.reddit.com)
I went to use it today and nothing was clickable. I looked in the dev tools and I'm getting a 401 on their api key page: https://api.openai.com/dashboard/user/api\_keys.
The great parrot.... (www.reddit.com)
## I asked Claude one simple question. It took 6 turns to get an honest answer.
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3 items
model roundup
GPT 5Recent developments show that Gemini-3-Pro and purported "GPT-5" models now offer screen drawing capabilities to aid in visual explanations. Meanwhile, discussions around AI agent user experience and localization techniques continue, with specific focus on the HR domain.
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CoworkIssues with Claude Cowork have been reported, including errors and disruptions for some users on April 16, 2026. Additionally, Google has developed its own desktop Agent to compete with Cowork, while users continue to explore alternatives and troubleshoot bugs in the platform.
Google API change leads to $67k Gemini bill in 19 hours (discuss.ai.google.dev via hn)
Hello Google Cloud Community and Gemini API Team, We are a small startup based in South Korea facing a devastating Gemini API charge of approximately USD 67,000+ accrued in 19 hours on a project that has never used the Gemini API in produ…
Hey everyone, just curious about something I've been wondering for a while. I usually customize Claude (both Claude Desktop and Claude Code) with a character persona, like a casual, friendly speaking style with a specific tone, vocabulary,…
Tower - Simple TUI based + MCP Server Git Worktree Manager (www.reddit.com)
I've gotten to a point where easily 90% plus of the code I write is done by AI. This is great for speed, but sometimes, if you have N number of PRs open or working branches across multiple repos, things can get tough to manage.
Instacart co-founder launches hedge fund backing AI agents (www.privatebankerinternational.com via hn)
Instacart co-founder launches hedge fund backing AI agents over portfolio managers - Private Banker International PB Menu Search Sections Home News Analysis- [x] Features Comment & Opinion Data Insights Sectors- [x] Investments and Asset M…
There's a pattern worth noticing. Our parents spent 20-30 years at the same company.
Goldman Staff in Hong Kong Lose Access to Anthropic's Claude (www.bloomberg.com via hn)
Goldman Staff in Hong Kong Lose Access to Anthropic’s Claude - Bloomberg Skip to content Bloomberg the Company & Its Products The Company & its ProductsBloomberg Terminal Demo RequestBloomberg Anywhere Remote Login Bloomberg Anywhere Login…