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.
Not enough to go on yet. Open a few links and this list will start leaning towards what you read. 0 of 5 so far.
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DeepSeek put the architecture for their always-on autonomous agent on GitHub
AIDeepSeek open-sourced a prototype architecture for an autonomous coding agent that monitors repositories and chat platforms to execute development tasks and open pull requests.
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Collaborative AI agents for autonomous experimental research
AIResearchers demonstrated collaborative LLM agents that autonomously formulate questions, validate peer outputs, and adapt physical laboratory experiments, offering a blueprint for self-correcting scientific workflow automation.
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MCP server resource benchmark: RAM, startup time and tool counts for 11 servers
AIA new benchmark reveals popular MCP servers consume 178 to 422MB of RAM each, helping developers plan system memory requirements when running multi-server AI agent architectures.
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Show HN: Opencommerce – OpenRouter for commerce, one API for AI agents to buy
AIOpencommerce launched a unified API and SDK that lets AI agents search, cart, and execute checkouts across thousands of online stores through a single integration.
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Show HN: LinkedIn-ops – Zero-dependency CDP automation built for AI agents
AIOpen-source tool LinkedIn-ops uses the Chrome DevTools Protocol to provide multi-agent safe, mutex-locked LinkedIn automation with ephemeral tabs for AI outreach workflows.
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[AINews] Google admits AI Mode hurts Search revenue; -15% $500B drop worst since 2004 IPO. AI Bear Market coming?
AIAnthropic removed the five-hour session limit on Claude Ultra, and Google admitted lower monetization in AI Search mode amid multiple frontier model releases across the industry.
ArticleLatent Space 22h ago
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Salesforce’s M&A spree continues with a reported $375M deal for defense tech startup Rune
AISalesforce agreed to acquire defense AI startup Rune for $375 million, allowing automation developers in government and defense sectors to extend workflows into frontline battlefield logistics.
ArticleTechCrunch Ent 22h ago
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Building my own “Jarvis” on a Mac—what tools would you use?
Redditr/AI_Agents 21h ago
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MCP server builders: OpenAI's review rules on tool annotations, and why a correct hint still isn't security
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Getting social data turned into a whole other project
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We gave our AI agents a real Android phone instead of APIs. Here's what broke first.
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A budget that resets on every retry isn't a budget — it needs to outlive the run
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Epa Emissions – EPA Emissions MCP — wraps EPA Envirofacts REST API (free, no auth)
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Building fine-grained version control for agents with Rust and Durable Objects
AIZed introduced DeltaDB, a CRDT-based version control system that links code edits to agent conversational context, enabling developers to trace and replay automated reasoning behind changes.
ArticleLobsters 14h ago
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Google Discloses PageBreak AI Security Agent That Found 500+ XSS Bugs
AIGoogle revealed PageBreak, an AI security agent pairing LLMs with deterministic validators to eliminate false positives, showing automation engineers how to reliably verify AI-generated hypotheses.
ArticleInfoQ AI 14h ago
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Agents Prompt People: Using Agents for Long-Horizon Financial Work
AIArca uses persistent memory systems and human-in-the-loop guardrails to manage multi-day agent workflows, demonstrating how to automate long-horizon tasks while keeping critical decisions human-controlled.
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A trusted hook can still run the agent's code
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Would a Cheap Flash model be useful for everyday agent tasks?
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Context soup: when work moves between agents or models, do you pass the transcript or a distilled state?
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Integrate Slack in Your Automation Workflows | Device Automation #networ...
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Is VAPI a good option ?
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zero-core-verify – Post-tx outcome verification via LLM-as-judge. Zero Core Verify.
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Your agent being "99% accurate" is why the client said no
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where do your bots break the most on web apps?
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What's the best AI personal assistant for actually managing daily work?
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You’re a wrapper if someone else sets your cost per unit
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microsoft/Mage-VL-Cowork · Hugging Face
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How are you handling dynamic PDF generation in n8n workflows ?
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How much of your AI workflow is real work versus cleaning up after the model?
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Last time your company's AI gave someone a wrong answer, what happened after?
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Letting an agent pay for and renew its own API access with x402 and a budgeted wallet
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I tested the 50 most actively updated company MCP servers. Here’s what I found.
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What open source tools do you use to manage OpenAI and Anthropic token budgets?
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How do you see the blast radius of a big AI PR before merging
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What do you do with MCP progress notifications when debugging a trace?
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Is your engine lobotomizing your model? Kinda, and I measured it
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What's the closest open source alternative to Manus?
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Koboldcpp v1.124 released
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You launched your no-code site and nobody came. What I'd do in week one
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Manus vs astra, CIaude Code, and Grok: what can Manus do that the others still can't?
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TestMu AI vs LambdaTest... same company, same cloud, so what actually changed?
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Backdoored Claude Code extension in Cursor's marketplace may have reached up to 5,000 users
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Is human review just part of the deal with AI meeting tools?
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Regulated Access Memory
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Your AI can now find anyone's work email
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How do you manage your personal agents?
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Coding in the AI era: What if we're keeping humans in the wrong part of the loop?
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An open-source agent that edits your Word, PDF and Excel files
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Anyone here actually building WebMCP tools ?
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Context.dev raised $9m t give agents the internet
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Looking for a free, autonomous AI agent that works in the background (Android)
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Agent-sec: Provenance Tags and Lethal Trifecta. what have been your problems and solutions for these?
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When do you delete a memory instead of updating it
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There's been a lot of discussion of Claude Code's laughably bad safeguards
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First AI agent setup, not really sure what I'm doing. Worth getting a home PC to run it all on?
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I think the best way to learn Claude is to give it a real job to do
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Social listening agent
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Smart Glasses AI Agent
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Who replaced Openclaw's throne
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What models work best for human-simulation and empathy?
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Made a free MCP server that answers "which sports odds API should I use?"
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6-Month Agentic AI Engineering Roadmap
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Agentic AI Engineer’s Portfolio
Reddit