A look at sachitrafa/YourMemory, a local MCP memory server combining Ebbinghaus forgetting curves, BM25, vector search, and graph expansion. LoCoMo-10 Recall@5 currently sits at 59%.
An LLM safety monitor's evaluator can be tricked into clearing dangerous sessions when the attacker plants fake analysis text in the monitored conversation. Experimental results, defense limits, and structural separation points.
Rethinking the evolution of CLI, GUI, chat UI, and AI agents as interface design for the development workflow. Covers why CLI rather than CUI emerged as GUI's counterpart, and the context-window cost difference between MCP and CLI.
A look at WUPHF's LLM wiki that trended on Show HN. Using Markdown as the source of truth with Git history, SQLite, Bleve, and lint for shared agent memory is a different bet from RAG or managed memory.
Reading Anthropic's postmortem and the DEV operational report in the same week reveals that Claude Code's quality degradation and Max weekly quota exhaustion are not separate incidents—they're two sides of the same quality×cost design decisions. A timeline and operational priority walkthrough.
Xiaomi launched two MiMo-V2.5 models at once. MiMo-V2.5-Pro hits SWE-bench Pro 57.2, Claw-Eval 63.8, and τ3-Bench 72.9 — frontier-tier — while MiMo-V2.5 brings native omnimodality plus a 1M context. Both are API-only for now; open weights are promised but unscheduled.
A walkthrough of NeuroValkey Agents, a multi-agent swarm wired up with OpenAI API, Valkey, and Node.js. Not a cache — Valkey here is the orchestration, memory, and state-transition substrate for the whole system.
Cloudflare's Artifacts is a Git-compatible version control storage designed for AI agents to operate tens of millions of repositories. The Git server runs as a Zig-based WebAssembly binary on Durable Objects, accessible through Workers Bindings, REST API, and standard Git clients.
Two simultaneous announcements from Cloudflare Agents Week 2026: Agent Memory manages agent recall via Durable Objects, Vectorize, and Workers AI, while isitagentready.com scores how well sites are prepared for agents.
Google launched Android CLI v0.7 preview on April 16, 2026. Subcommands like android create/run/skills/docs, combined with Android Knowledge Base and Android Skills, let any agent (Gemini CLI, Claude Code, Codex) drive Android development through a standardized interface.
Cloudflare Email Service reached public beta. Workers bindings for sending, onEmail hooks on top of Email Routing for receiving, and Agents SDK integration make it straightforward to give agents an email channel.
