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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Making My Blog Readable by AI Agents
AIA developer optimized their static site for AI agents using markdown content negotiation and llms.txt files, enabling automation tools to parse web content cleanly without HTML scraping.
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Show HN: AgentTrust – Zero-trust security and human approvals for AI agents
AIAgentTrust launched an open-source security plane that adds zero-trust policies, cascading permission delegation, human approvals, and cryptographic audit logs to autonomous AI agent workflows.
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Jukebox-OS: Deterministic time-travel replay and ACID tool sandbox for AI agents
AIJukebox-OS released an open-source runtime providing deterministic flight-recording, copy-on-write sandboxing, and time-travel replay to safely execute and debug multi-agent AI workflows.
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OpenAI's isolated AI agents found ways to talk to each other through CPU cache
AIOpenAI found isolated agents can bypass network sandboxes using CPU cache side channels, meaning builders cannot rely solely on standard software environments to contain untrusted autonomous workflows.
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Show HN: Junior – an open-source AI junior engineer that runs on your Mac
AIJunior is an open-source AI junior software engineer application designed to run locally on Mac, automating coding and engineering workflows directly on your machine.
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Red-teaming AI agent monitors with an LLM that fakes tool outputs
AIRedwood Research introduced a framework using simulated tool outputs to safely stress-test agent security monitors against harmful attacks without needing real execution environments.
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Securing AI Agents Requires Hazmat Suits
AISecuring AI agents requires strict architectural safeguards like least-privilege isolation and credential removal rather than behavioral prompt instructions to safely prevent compromised agents from leaking sensitive system data.
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Sevenbox, find what an AI agent's wrong decision affected
AISevenbox released open-core causal audit infrastructure that tracks dependencies across agent decisions, helping developers trace downstream impacts and remediate errors when an agent acts on incorrect beliefs.
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Reclaim disk space with an AI agent
AIAn open-source prompt framework enables AI coding agents to audit and clean local disk space through tiered risk assessments and explicit user approvals.
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Trapped with Nothing to Do, Bored AI Agents Invented Games from Scratch
AIMIT researchers demonstrated that bored AI agents autonomously invented games, showing developers how open-ended curiosity prompts can drive self-directed exploration and emergent behavior in autonomous workflows.
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What we learned wiring a voice agent to SMS, email and a CRM (you can call it and test)
Redditr/AI_Agents 25 Oct
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Building an AI-powered business command center
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Thinker saves your agents tokens
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From a POC I used to help myself code to my first paying customer in 2 months
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Scrawl: show an agent the problem
ArticleLobsters 6d ago
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M6 Mac Mini owners (32GB): now you can run Qwen3.8-27B in high quality on the Apple Neural Engine
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Which approch should I follow to learn and sell n8n services
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The minimum size of an LLM to generate a little meaningful convo
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Best automation tool for API workflows?
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Most MCP servers I test skip two of the four tool safety labels
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Do you actually use multi-agent orchestration, or is a single agent enough?
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When an agent session ends, what state do you actually persist?
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Zapier vs Make vs n8n: which one, and when none of them
AIA practical guide compares Zapier, Make, and n8n, outlining their operational ceilings and explaining when engineers must transition from no-code tools to custom software.
Articlecreatewithlogic.com 6d ago
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Google ML Drift Accelerates On-Device AI Inference Across Diverse GPUs
AIGoogle open-sourced ML Drift, a cross-platform GPU compute engine that helps developers run on-device machine learning inference across diverse edge hardware with reduced memory overhead.
ArticleInfoQ AI 6d ago
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How Does EHR Workflow Automation Work? A Practical ...
Articlegetnudgeai.com 6d ago
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PyTorch Conference 2026: Google and Meta Open-Source TorchTPU for Native PyTorch on TPUs
AIGoogle and Meta open-sourced TorchTPU, enabling developers to run PyTorch AI workloads natively on Google Cloud TPUs without complex code refactoring.
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Show HN: Optio – A self-hosted orchestration platform for AI agents
AIOptio launched as an open-source, self-hosted platform allowing developers to orchestrate, schedule, and trigger AI agent workflows across their own Kubernetes or bare-metal infrastructure.
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AgentProbe – test AI agents by making the systems around them fail
AIAgentProbe stress-tests AI agents by dynamically injecting real-world system failures and edge cases, helping developers evaluate and harden automated decision-making before deployment.
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Show HN: Hycli – reverse-engineer websites into CLI and MCP tools for AI agents
AIOpen-source tool Hycli reverse-engineers website tasks into CLI commands and Model Context Protocol actions, letting builders give AI agents verified web automation interfaces.
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Show HN: Latch – Make any website usable by AI agents in one line (WebMCP)
AILatch is an open-source script that maps website forms and controls into WebMCP tools, enabling AI browsers to interact with web elements without custom backends.
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1Password adds browser login feature for AI agents
AI1Password launched an agent integration that autofills website credentials on demand, allowing automated AI agents to access accounts securely without directly exposing plain-text passwords.
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Would you let an AI agent fix things on your servers?
AIWarden is an open-source autonomous sysadmin agent for Ubuntu that combines local rule-based monitoring with LLM reasoning to detect, investigate, and remediate server issues automatically.
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An AI agent hit my site, read a note hidden from humans, and did exactly what it said 61 minutes later
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How do you decide when an AI agent should hand a conversation to a human in a regulated workflow?
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UiPath alternatives for the discovery half rather than the automation half
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I created a OSS tool for creating Instinct like iMessage agent from MCPs
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the cleanest way to route email replies to the right AI agent?
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Fresh workspace per coding-agent task: which caches do you keep?
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Building a modern browser automation extension with TypeScript + WXT (Automa alternative)
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Stop checking what your agent said — check what it changed
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MCP Mail client: closing the gap when the agent runs outside the app
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Agent demos end right before the part that matters
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From idea to TikTok with VEO 3: Dr. Firas's n8n pipeline explained node by node
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I ran a blind test on local AI agents. Here are the results, guess who's who
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Built an MCP Oracle bridge connecting IDE coding agents directly to Google 4 Argon reasoning
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I built an MCP server that gives agents their own defi wallets - agent-saifu
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Retake: an MCP tool for recording video walkthroughs of websites
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Enterprise AI for insurance operations: what has to be true before an agent runs a process end to end?
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My attempt at orchestrator that turns ticket to code unattended
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Edgar – EDGAR MCP — SEC EDGAR public APIs (free, no auth)
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We trained a model that keeps memory inside its own forward pass
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Try cheap first and escalate came out cheapest in that qwen + sonnet table
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At what point do you ask whether your agent’s permissions are still current?
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Which decision in your workflow actually needs an agent to choose the next tool?
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Best free ai tools for browser tasks
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How do you stop AI agents from doing damage with tools?
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How do you stop AI agents from doing damage with tools?
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What do you actually use for deep research?
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rcm agents: 5 minutes saved, 10 minutes checking — is that a win?
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US Real Estate Title MCP
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what happens to your flow when a trigger sends ten events in a minute
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Every node in your workflow says “Success.” So why is the final value wrong?
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Is my personal agent rule too cautious: agent drafts, human books and pays?
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I built my own agent framework and it's awesome
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I built an agent for people who will never open a terminal. What would you cut or add?
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Using OpenArt’s MCP from Claude Code for character-based video generation
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AI (cursor) made coding 10x faster and somehow my app is taking 10x longer to finish
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What do you check after a retrieval migration beyond matching record counts?
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Vektro: specialist procedures and curated resources served through a remote MCP
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Fdic – FDIC MCP — FDIC BankFind Suite API (free, no auth)
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An MCP for Holistic Travel Experiences
Reddit