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Research published in August and September 2026 found that agent memory systems which choose what to remember rarely beat no memory at all, according to five papers reviewed on 2026-10-05, including VibeMemBench (arXiv:2…
Codapult is a Next.js 16 SaaS foundation built around 70+ removable modules and adapter-based boundaries for authentication, payments, storage, background jobs, notifications, embeddings, and vector storage, according to…
Figma's remote MCP server returns HTTP 403 Forbidden to unlisted MCP clients because it allowlists the self-asserted client_name field sent during Dynamic Client Registration, a Figma staff member confirmed on the compan…
A MailKite demo shows backend developers how to automate email replies on Linux by keeping mail acceptance separate from AI inference, using a local worker that persists requests, suppresses reply loops, and holds approv…
A developer built an Art Exposition Manager, a locally hosted app that helps an analogue collage artist in Madrid track artworks and venues, generate AI-drafted pitch emails, and manage outreach via Telegram. The system …
A developer outlined a platform architecture for running Model Context Protocol servers at scale, arguing that catalogs of 90+ tools fail organizationally before they fail technically. The design treats the MCP server as…
A developer A/B-tested nine popular AI coding-agent skills against Sonnet 5.5 and Haiku 4.5 using Anthropic's claude plugin eval, running 19 test cases three times per arm, and found four of the nine added nothing. Workf…
A developer argues that coding agents' execution mode selection — plan mode versus auto-accept — should be treated as a per-task safety primitive rather than a uniform global default, since most agent failures occur at t…
YyzTools released v1.1.0.2000, adding mouse gestures that mirror its command palette grammar, a one-click desktop organizer, and configurable LLM translation via any OpenAI-compatible endpoint. The developer said the tra…
SURF, the Dutch sector IT cooperative, closed its Data Protection Impact Assessment of Microsoft 365 Copilot for Education in May 2026 with two medium risks still unresolved, after advising institutions against the paid …
Supabase launched a BYO-MCP feature at its Select 2026 conference on October 2 that lets any Supabase app expose a Model Context Protocol server to users with a single command, npx shadcn@latest add @supabase/mcp-server,…
A developer has released mcpscan, a lightweight static supply-chain security scanner built specifically for Model Context Protocol (MCP) servers and Claude Code projects. The tool audits MCP server implementations and lo…
A developer's six-part prompt specification for Anthropic's Opus 5.5 video generation shows that vague prompts fall back on the model's default styles, while explicit specs covering format, content, structure, look and m…
OpenAI announced GPT-6.1 Sol at DevDay alongside Dots and Spaces, an efficiency-focused model that OpenAI says approaches Astra's performance on selected evaluations while costing roughly a fifth of Astra's standard inpu…
Pi 1.0 adds native Model Context Protocol support through a code mode that lets agents write JavaScript to orchestrate tool calls and return only condensed results, alongside a custom model router, deferred tool loading,…
Anthropic shipped a built-in Claude Code plugin called "You should Know" that scans Claude's output for important information users might miss, enabled via `/plugin enable cc-plugin-you-should-know@builtin`, according to…
Kiro has introduced Kiro Workflows, a feature that lets users orchestrate multiple agents through a structured, declarative JSON or YAML graph of ordered steps, parallel branches, and conditional loops. The Kiro Runtime …
A developer building VoiceDash, a white-label portal that surfaces AI voice-agent call transcripts and analytics, redesigned call ingestion to treat Retell's paginated list-calls API as the source of truth rather than re…
A homelab test on an i5-12600K with 64 GB DDR5 and an RTX 4070 12GB found the narrow inference runtime Strata generated 512 tokens at 53.2 tok/s with 60,000 tokens of context on the 125B-parameter Qwen3.8-Flash-Next MoE,…
Reporails released Claude Mods, a set of classic desktop games packaged as Claude Code plugins, starting with a Minesweeper game called minefield that runs in a side pane while Claude works. The mods require Claude Code …