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Focus on the Winter ’27 changes that require architectural attention and turn them into informed decisions across security, scale, agentic architecture, and governance.
Pi spent much of the past year leaving MCP out of its coding agent, even as the protocol became standard The post One MCP server used 18,000 tokens before doing anything. Here’s the workaround. appeared first on The New Stack.
Memory is what an agent noted and a plugin replays. Documentation is what you wrote, reviewed and committed. How each loads, and what to write down.
See how Arize uses Harbor and Phoenix to benchmark AI agents, MCP servers, skills, and CLIs in reproducible sandboxes, then inspect traces and annotations. The post How we benchmark AI agents and tools with Harbor and Arize Phoenix appeared first on Arize AI.
GPT-6 Luna, Qwen3.8 Flash, DeepSeek V4.1 Flash, MiniMax M3, Kimi and GLM compared on cost per million tokens, plus Sonnet 5.5 and GPT-6.1 Sol, with three monthly agent bills.
15 Hermes Agent use cases from real users, plus 6 new ones unlocked by v0.14-v0.21: bot group chats, cron memory, voice, parallel subagents and more.
Anthropic's super bug-hunting model Mythos is hardcore good at math, as latest vuln under attack shows 2 days ago
An AI agent with its own computer keeps working in a cloud workspace after you close your laptop. How it works, the risks, and who offers one, from $9 a month.
We tested WriteHuman's latest model on 72 long AI-written texts and scored every output with Pangram: only 6 of 69 passed. Here's what it does well, what it…
Flux 3 Image, the new image model from Black Forest Labs, is now in Picsart AI Playground, with native 2K and 4K output and room for up to 10 reference images. Describe a scene or drop in reference images, and the model returns full-resolution images ready for ads, posters and brand assets.
Connect Picsart MCP and Blender MCP to Claude, and a grey-box 3D scene becomes a photoreal video rendered by Seedance 2.5 in Picsart. Here is the setup, a worked demo and three workflows to try.
igma's remote MCP server admits clients by the client_name they send during dynamic client registration. Why that check proves nothing, what CIMD fixes and what it doesn't, and what to gate on instead.
Trust gaps in the new protocol spread malicious prompts from one agent to another.
Here's what shipped the week of September 28 to October 2, 2026, across Hostinger Reach, Hostinger Email, Hostinger MCP, Hostinger Dashboard, and Hostinger AI Builder: Hosting… The post Hostinger weekly product updates: Week 40, 2026 appeared first on Hostinger Blog.
AI agent tracing explained: what an agent trace is made of, how OpenTelemetry names its spans, how context crosses MCP, and where a trace stops being evidence.
Red teaming LLMs step by step: scope and rules of engagement, a threat model, manual and automated attacks, attack success rate scoring, reporting and retests.
Compare 9 AI agent observability tools on what each shows for a multi-step run: handoffs, sessions, MCP calls, agent evaluators, framework support and hosting.
Issue #4 of The State of Serene: faster search on every core and from a cold cache, regex and fuzzy search that always answer, text analyzers as expressions, HNSW, the docs inside the binary, OpenTelemetry ingestion, faster time histograms, MATCH_RECOGNIZE, spatial and AI functions.
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