so most of my early work was fiverr. cheap orders, n8n + claude wired into whatever someone needed, deliver, next one.
Show HN: AnswerJournal – An MCP server to save and share AI answers (answerjournal.com via hn)
Every so often an AI gives you an answer worth keeping, but it ends up buried in a chat you'll never find again. AnswerJournal lets you save those answers to a personal journal just by saying "save that to my AnswerJournal" mid-conversatio…
Are there any modern completion (non-chat) models? (www.reddit.com via reddit)
Are all modern LLMs tuned for chat? Are there any that do bare text completion?
Title: Show HN: AssertGo – Fluent Assertion Library for Go (news.ycombinator.com)
I like AssertJ-style fluent assertions. I tried to find a library that does that for Go, but couldn't.
Show HN: ParseHawk – 100% Local Document AI with API, CLI, and Web UI (github.com via hn)
I just released ParseHawk v0.1.0: Apache-2.0 licensed 100% local document AI platform that extracts JSON from PDFs, images etc. It builds on top of NuMind's NuExtract3 but additionally enforces a provided JSON schema with constrained decod…
Every time someone says “thank you” or adds “please” to their ChatGPT prompt, OpenAI’s servers spin up, consuming electricity, draining resources, and adding to the company’s astronomical operational bills. OpenAI CEO Sam Altman recently a…
Research suggests that between 60% and 85% of everyday conversation revolves around other people. That got me thinking.
Open-source platform for multi-agent workflows (www.simple-agent-manager.org via hn)
Simple Agent Manager (SAM) is an open-source platform for running coding agents on your own cloud. Run as many instances of Claude Code, Codex, Gemini CLI, or Amp as you need across cloud VMs.
- OpenCognit – an open-source multi-agent platform you run on your own machine (opencognit.mytherrablockchain.org via hn)
Anthropic's philosopher answers your questions [video] (www.youtube.com via hn)
About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features NFL Sunday Ticket © 2026 Google LLC
Really wish they'd put the acceptable use banners on mobile. I got two in quick succession, did some digging and found that I had a first and second warning.
From Isolated Agents to Agentic Mesh: Orchestrating SDLC with A2A and AP2 (blog.owulveryck.info via hn)
From Isolated Agents to Agentic Mesh: Orchestrating SDLC with A2A and AP2 Exposing the problem Giving every developer a powerful, local AI agent feels like the ultimate productivity hack. But for organizations running at scale, it is a gov…
OpenAI Mulls Delaying IPO Until 2027 (www.investors.com via hn)
Market Trend Market Trend The Big Picture Stock Market Data Stock Market Today New? Start Here ETF Market Strategy IBD Digital: 2 Months for $20 Psychological Indicators Stock Lists Stock Lists IBD 50 My Stock Lists Stocks Near A Buy Zone…
Translating Pandas to Polars using LLMs (pola.rs via hn)
For a growing number of developers, the first Polars they ever see was written by a language model. Some just ask them for advice on how to tackle certain transformations, while others haven’t programmed a Polars query themselves in months.
Data branching for Agent development (www.reddit.com via reddit)
In my experience, agents need a real transactional store for their state: conversation memory, tool call results, scratch data, feature lookups for decisions. That's all OLTP shaped, low latency, point lookup work.
- AI agent development (www.reddit.com)
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43 items
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Gpt 4Recent developments in AI automation include a sales team entirely run by bots achieving $28k MRR, and new tools like Arc Gate blocking prompt injection before it reaches GPT-4. Meanwhile, users are exploring workflows to reduce cross-checking time and improve insights from large language models.
- 2d Verity.md - an adversarial review layer for Claude Code (Free while in public beta)
- 3d Where are all the supposed productivity gains going on HN?
- 2w 79% on LongMemEval: How We Beat Full-Context GPT-4 with a Local SQLite Database
- 2w GPT-4.1's sampling distribution for random numbers is not uniform
- 2w Tweaking GPU Clock Frequency Cuts LLM Training Energy
7 itemsmodel roundup
DeepSeek 4 I made a Claude Code session manager for tmux (www.devas.life via hn)
I made a Claude Code session manager for tmux Hi, it's Takuya. I'm happy to introduce a tool for managing multiple Claude Code sessions in tmux.
- Claude Code Manager (www.reddit.com)
- Claude Code Manager (www.reddit.com)
siq1 on kebab bench (www.reddit.comhttps)
tested my model on kebab bench and it performs very well: https://huggingface.co/spaces/AlexWortega/hermes-agent-zerogpu
The OWASP Agentic Security Initiative Top: A Practical Developer Guide (agentsafelabs.com via hn)
I ran 30 adversarial prompts across all 10 OWASP ASI categories against Claude Haiku. 20 passed.
Any of your friends or colleague always talk or think with AI as an intermediary? (www.reddit.com via reddit)
I have two colleagues that always consult claude on like every step of what they are doing. One always copy paste AI reply, so you can imagine any time on chat, he always talk in “points”.
Beekeeper, threat intelligence for autonomous coding agents (beekeeper.vercel.app via hn)
Web site created using create-react-app
do you use skill/instruction files with your AI coding tools? (www.reddit.com via reddit)
Been noticing I spend a lot of time rewriting the same system prompts and instructions every time I start a new project with Claude Code or Cursor. Things like "follow Apple HIG", "always use TypeScript strict mode", "review code like a se…
Take a moment and ask for sources (www.reddit.com via reddit)
When asking Claude about more philosophical topics, take a moment to ask for articles or sources, and click them. Reading a full article about a topic will take you around angles you'll probably not get to on your own...
What is the best framework now to build AI agents? (www.reddit.com via reddit)
I’ve been looking into Vercel Eve, LangGraph.js, and CrewAI, but I’m trying to understand what people actually recommend for building AI agents that can be self hosted and run 24/7 on the cloud. The main thing I’m looking for is something…
- Best coding platform to build AI agents right now? (www.reddit.com)
What is actual time line for review connectors directory? (www.reddit.com via reddit)
We made an MCP integration for our planner Voiset. Users create separate workspaces for agents and wire them deep into their workflows, so it basically turns into having real workers, not just a chat.
Why current LLM costs are not sustainable (aditya.patadia.org via hn)
AI and Cloud Costs AI has a cost problem. The solution that will emerge will be simpler than we expect.
Trump administration asks OpenAI to stagger release of new model (ca.finance.yahoo.com via hn)
June 23 (Reuters) - The Trump administration is pressing Meta to submit its AI models for voluntary review, which would allow the government to evaluate its abilities and vulnerabilities, the New York Times reported on Tuesday, citing four…
- Trump administration asks to hold OpenAI's next model (www.axios.com via hn)
- Trump admin asks OpenAI to stagger the release of its new model (www.reuters.com via hn)
- Administration asks OpenAI to stagger release of new model (www.yahoo.com via hn)
+2 more
- Trump administration asks OpenAI to stagger release of GPT5.6 (www.bloomberg.com via hn)
- Trump administration asks OpenAI to stagger release of new model (ca.finance.yahoo.com via hn)
The Human Agentic Gap (zenodo.org via hn)
The Human Agentic Gap Authors/Creators Description This article introduces the Human Agentic Gap - the divergence between a brand's performance in human-mediated AI purchase journeys and its performance in autonomous agent purchase journey…
Haystack: Open-Source AI Framework for Production Ready Agents, RAG (haystack.deepset.ai via hn)
The Open Source AI Framework for Production Ready Agents, RAG & Context Engineering Haystack Sets the Standard for Agentic AI Across Industries Why Teams Choose Haystack for their AI Workflows Build Transparent, Context Engineered AI Syste…
How do you guys maximize your token ROI? (www.reddit.com via reddit)
Hey guys, so my token use for my agents has spiked like crazy this month (just like everyone else it seems lol). I've been scouring eveyrwhere trying to look for token optimization methods.