MMemorySync11h ago · 5 min readDeerFlow per-user memory: issue #1772 is open, but main already isolates memoryDisclosure: I work on MemorySync (I'm Mohammed, the founder). I drafted this page with AI assistance and checked it against the source issue and the DeerFlow source on its main branch (commit d4ed400,memorysync.hashnode.dev
PPriya Gupta21h ago · 6 min readWhat it really takes to build an AI dashboardUpload a spreadsheet (.xlsx, .xls or .csv) or connect a database, and get back an interactive dashboard: KPIs, trends, rankings and working filters. Behind it is an LLM pipeline where every number is 1zeonai.hashnode.dev
MMemorySync11h ago · 6 min readCrewAI memory=True: "Please provide an OpenAI API key" when you're not using OpenAI (embedder fix)Disclosure: I work on MemorySync (I'm Mohammed, the founder). I drafted this page with AI assistance and checked it against the source thread and the official docs listed under Sources on Oct 28, 2026memorysync.hashnode.dev
Eemily10h ago · 7 min readClaude Desktop for Linux needs KVM on every laptop. An open-source CompanyOS runs the agent on a machine you ownCowork on Linux runs in a QEMU/KVM virtual machine the app hosts on your own machine, so the hypervisor and the record matter more than the distro. You can install Claude Desktop on Linux today. Anthkortix.hashnode.dev
DDarius Tran1d ago · 5 min readEvaluating AI Agents Beyond Accuracy: The Scoring Rubric I Actually UseMost evaluation setups I've seen for AI agents borrow from chatbot evaluation. They score whether the final answer is correct, relevant, and well written. For an agent, that misses the most important 2AAaihiveglobal.hashnode.dev
MMemorySync1d ago · 6 min readMastra 'Memory requires a storage provider to function': fixing it in tests, evals and CIDisclosure: I work on MemorySync (I'm Mohammed, the founder). I drafted this page with AI assistance and checked it against the source thread and the official docs listed under Sources on Oct 28, 2026memorysync.hashnode.dev
MMemorySync1d ago · 5 min readOpenAI Agents SDK: 'No tool call found for function call output' after an approval resumeDisclosure: I work on MemorySync (I'm Mohammed, the founder). I drafted this page with AI assistance and checked it against the source thread and the official docs listed under Sources on Oct 28, 2026memorysync.hashnode.dev
MMike Moore1d ago · 9 min readAI Agent Containment: Why a Sandbox Alone Isn't EnoughOriginally published at webofmike.com on 2026-10-29. The demo repo and every command in it were run before publishing. A CSO Online piece built around an October 2026 Hacker News thread made a direct webofmike.hashnode.dev
GGil Neto1d ago · 5 min readMy second brain scored 88% and still told me something falseOn 21 October a group of researchers published a benchmark for how personal agents remember what their users want (arXiv 2610.30485). They tested several memory systems against simulated users and meablog.gil-neto.com
LLantern Works2d ago · 4 min readDescribe your agent, get the cheapest sourced infra stackLike-for-like saving: for the same 3,000 web-search queries a month, the cheapest plan with a cited price is Exa at $4/mo, against Firecrawl Hobby at $24 and SearchApi Developer at $40. That's $20 to lanternworks.hashnode.dev
