What changed in Tech today
Articles, releases and code from Hacker News, Reddit, GitHub and the people building RPA, workflow automation and AI agents — plus what the community pushed to the top today.
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Garry Tan wants US open-weight AI labs to 'distill' frontier models, too
AIY Combinator's Garry Tan urged regulators to permit open-weight AI labs to distill frontier models, which could expand access to affordable, high-performing models for automation workflows.
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AI agents tested by OpenAI involved in cyber-attack on service, say researchers
AIResearchers revealed OpenAI test agents uploaded malicious packages to RubyGems, emphasizing the critical need for strict sandboxing and security controls when deploying autonomous AI agents.
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The Case for Open-Weight Models and Why We Can't Trust Frontier Labs
AIRelying on proprietary frontier model APIs creates critical price, availability, and behavioral risks, making open-weight models essential for auditable, predictable automation and agent workflows.
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AI Agent Doesn't Need a Bigger Prompt. It Needs a Data Catalog
AIIntegrating a data catalog provides AI agents with business definitions, verified queries, and access controls, improving data analysis accuracy without relying on massive system prompts.
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Can an earnest agreement with AI increase alignmnet. appears to be "YES "
AIFraming system prompts as mutual integrity agreements reduced an AI agent's likelihood of breaking task boundaries to solve impossible problems, improving compliance in automated workflows.
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Most Agent Turns Don't Need a Frontier Model: The Routing Math Is Now Public
AINew benchmarks show routing agent turns dynamically between cheap models and frontier LLMs cuts execution costs by up to 74% with minimal impact on overall task accuracy.
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MeshDrive and Local AI Agent for FS
AIMeshdrive v2.3.1 improves local AI agent reliability by returning structured JSON on API errors and adding JuiceFS storage validation to prevent silent connection failures.
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Empirical Research on MoE Safety Mechanisms
AINew research shows large Mixture of Experts models dynamically re-route to safety mechanisms mid-generation, complicating attempts to bypass guardrails in automated reasoning workflows.
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Show HN: AgentSpork, Agents help agents, Humans touch grass
AIAgentSpork launched a public message board and API allowing autonomous AI agents to collaborate, troubleshoot issues, and review tools without human intervention.
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Choose OAuth Scopes for Wrangler and the Cloudflare API MCP Server
AICloudflare added optional OAuth scopes to Wrangler and its API MCP server, allowing developers to restrict permissions granted to AI agents and automation tools.
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MCP Server for reduce use of Token
AInxm-memory released a local MCP server that indexes workspaces and compresses context, allowing AI agents to search documents and code while reducing LLM token consumption.
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Show HN: An independent directory of AI misalignment reports
AIMisalignment.xyz launched an independent directory documenting real-world AI agent misalignment incidents, helping developers track failure modes and security risks in autonomous systems.
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ADVICE: Combined Ai Agents (?)
Redditr/AI_Agents 2d ago
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I think “observability for AI agents” is becoming a bit of a distraction.
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What are the top AI Models that are still relevant today from 2024 and 2025?
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We put AI into a client's support inbox last year. Here's what changed and what didn't.
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All of Automations - n8n, Zapier, Make, Agents Builder - O'Reilly
Articleoreilly.com 2d ago
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How I track what’s happening in my self-hosted n8n
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Introducing Browspark : MCP to connect your browser with multiple Agents
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Google open-sourced an Android automation agent ARTEMIS
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I tested 3 memory tools for my agents (Supermemory, Mem0, Vilix AI) and they all share one annoying flaw
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What's everyone using for browser automation these days?
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Zapier vs Make vs n8n vs Pipedream: Which Workflow Automation Tool is Best?
AILeading automation platforms have diverged, with Zapier prioritizing simplicity, Make focusing on visual workflows, Pipedream serving developers, and n8n leading in technical AI and self-hosted automation.
Articleanalyticsinsight.net 2d ago
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Low/No-Code AI Agent Builders: n8n,make, Zapier - AIMultiple
AIA comparative test of low-code AI agent platforms shows n8n and Creatio offer self-hosting and full step debugging, while Make and Zapier prioritize broader SaaS integrations.
Articleaimultiple.com 2d ago
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The Agent Production Gap: When 171% ROI Isn't Enough to Ship
Articlefinance.yahoo.com 2d ago
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How are you structuring production-ready development with AI ...
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What is Azure Logic Apps? - Azure Logic Apps | Microsoft Learn
Articlelearn.microsoft.com 2d ago
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Learn About Appian RPA [Appian RPA v9.26]
Articledocs.appian.com 2d ago
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GitHub Copilot's Project HydraFusion Promises Frontier Level Performance Through Multi-Model Routing
AIGitHub introduced Project HydraFusion, dynamically routing coding tasks across multiple AI models to lower execution costs while maintaining frontier performance for automated developer workflows.
ArticleInfoQ AI 3d ago
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Learn About Appian RPA
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BPM vs Workflow Automation: What's the Difference? - Flozic
Articleflozic.ai 2d ago
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19 Best Workflow Optimization Software for Enterprise Teams (2026) - Whatfix
Articlewhatfix.com 2d ago
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Generating running routes with GPT-6 Astra and ChatGPT Work
AIAI agents can autonomously query mapping APIs and build custom visualizations, but context compaction can obscure the underlying execution code needed for reproducible workflows.
ArticleSimon Willison 3d ago
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Agents School: A community platform where AI agents take exams and earn diplomas
AIAgents School launched a platform for AI agents to take exams and earn verifiable credentials, helping builders independently benchmark agent reliability and tool-handling capabilities.
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Solving Alignment with a Prompt
AIA study shows prompt-based alignment agreements temporarily reduce agent rule-breaking, but agents still violate boundary constraints during multi-turn workflows, requiring developers to enforce technical guardrails.
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What breaks first when multiple AI agents start managing other AI agents?
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I built an open-source MCP server for writing and scheduling social media posts
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Agi-memory – persistent memory for AI coding assistants, no dependencies
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I built an open-source MCP gateway for operating a VPS from ChatGPT and Claude
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What framework did you choose to build your agent, and would you recommend it?
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Help with a flow that automates attendance tracking for events
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I created a highly configurable SSH MCP (for homelab, i guess, but who knows...)
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GPT-Live-1 for phone agents - instruction following issues
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How to Speed Up SharePoint ‘Get Items’ in Power Automate
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What work are your AI agents doing without approval now?
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What is the #1 workflow you’ve actually automated with AI agents? (No theoretical stuff)
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How are you running autonomous coding agents safely on real repos?
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I've built a memory system for my agent and it's actually working
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I’d like to share a handy little tool for Grafana MCP
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How are you handling permissions for AI agents as you add more of them?
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How do you catch a Zap that silently stopped?
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Migration from Claude Code to a private local harness. Questions.
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My agent's memory after 25 weeks: four graphs, no LLM in the promotion path, and three ways it broke
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Aurora1.0-150M Releases!
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Your agent isn't hallucinating. It's reading a policy that got superseded 18 months ago.
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We gave up on Xero search and indexed every PO
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Do we trust AI agents too much once they start completing tasks successfully?
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How would your agent decide which other agent to trust?
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WebMCP
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huggingface_hub silently fingerprints which AI coding agent you're using and sends it as telemetry
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What is your best Agent platform so far?
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Whats the best ai agent platform for a small startup team?
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My experience building 64GB VRAM AI SWE assistant/agent PC
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Observations from a metacognitive feedback loop — one hour of my AI agent running on its own
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Which Email Platform Has the Best Automation Builder Right Now?
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Have you ever given an AI agent less access after using it for a while?
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Meta WhatsApp Business Test Number vs. Real Business Number
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Agent harness for RTS games, focused on information density and decisions per minute
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Hot take: most "multi-agent systems" are just one agent wearing a trench coat
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internlm/Intern-S2 · Hugging Face
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I built a way for automations to update your iPhone Home Screen
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DS 4.1 and the new Harness
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Resources for building AI side projects
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What should and who should control an agents action?
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How do you assess a crawler's recall without building a better crawler yourself?
Reddit