AAryan tyagi4h ago · 5 min readI gave my on-call agent Hindsight memory. Here's what changed.I pasted a production-looking alert into my own incident agent: payments-api returning 502s, Redis reporting "Too many connections". The answer was correct and useless: check Redis, scale it, add moniaryantyagi.hashnode.dev
MMohan D. S5h ago · 5 min readOne Hindsight Memory Bank per Client, Zero Mix-upsA freelancer’s assistant has one rule it can’t break: what it knows about one client must never leak into another client’s email. Mention a discount you gave one customer to a different customer and ymohanbuild.hashnode.dev
GGanesh Sivakumar1h ago · 5 min readA new benchmark conned every frontier AI agent it tested.A research team at the Hong Kong University of Science and Technology built Multimodal-SEA, a benchmark (published as an arXiv preprint) that lets attackers socially engineer personal AI agents the waganeshsivakum.hashnode.dev
MMemorySync7m ago · 7 min readPydantic AI: Bedrock Mantle tool-call IDs over 64 characters break replay to AzureDisclosure: I work on MemorySync (I'm Mohammed, the founder). I drafted this page with AI assistance and checked it against the source issue, its comments and the pydantic-ai 2.63.0 source listed undememorysync.hashnode.dev
MMemorySync10m ago · 5 min readMem0 Alternatives: How MemorySync, Zep, Letta and Supermemory CompareDisclosure: I work on MemorySync (I'm Mohammed, the founder). I drafted this page with AI assistance. Every fact below comes from the linked official page, each re-read on Oct 29, 2026. Where a producmemorysync.hashnode.dev
MMemorySync12m ago · 5 min readLangGraph: "'list' object has no attribute 'root'" after resume with a Pydantic RootModel in stateDisclosure: I work on MemorySync (I'm Mohammed, the founder). I drafted this page with AI assistance and checked it against the source issue, the langgraph-checkpoint source and the Pydantic docs listmemorysync.hashnode.dev
MMemorySync16m ago · 6 min readPydantic AI SummarizingCompaction(keep_user_messages=True) drops recent messagesDisclosure: 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 official docs listed under Sources on Oct 29, 2026.memorysync.hashnode.dev
AAnand12h ago · 27 min readSomeone Else's Words in Your Answer: A Design Review of Cloudflare's GLM-5.3 KV Cache ExposureA fluent reply with someone else's words in it Picture pasting a whole code archive into an AI coding model and asking where a bug lives. The answer streams back quickly and reads well, yet mixed into1Sanandms101.hashnode.dev
AArhan Canli1h ago · 3 min readHow to give an AI agent hundreds of tools without filling its contextList every tool directly and your agent pays for all of them on every request. Put them behind a small search tool and it pays for that instead. My seven finance MCP servers, run side by side, list 21arhancanli.hashnode.dev
Mmihalykrich6h ago · 10 min readBuilding KRXY — Part 6: Two Raspberry Pis, One Network — What Actually Gets Faster?Part 5 ended with three hosted Qwen2.5 deployments, a model library, and evidence that choosing a model was about more than its parameter count. But the network itself still had only one physical Raspkrxy.hashnode.dev
