Onur Öztürk

Articles by Onur Öztürk

• Nov 9, 2026Project tools are wiring in agents through MCP and runners while their core views scale up to larger workloads.
• Nov 9, 2026Finance and billing vendors are extending pricing and entitlement controls from people to AI agents, and shipping the enterprise basics.
• Nov 9, 2026CRMs are bundling agents into every plan and opening MCP doors for partners, while Salesforce buys its way into voice.
• Nov 9, 2026MLflow moves from grading agents before release to watching them in production, and its neighbours track runs and breaking changes.
• Nov 9, 2026Learning platforms are making AI tutors withhold answers and wiring catalogs into HR systems, while Open edX operators patch.
• Nov 9, 2026A quiet Monday: AutoGPT and OroCRM both push control and integration into the product's edges.
• Nov 9, 2026Marketing tools are moving into the assistants where work now starts, while search platforms change the ground under SEO.
• Nov 9, 2026Messaging is a patch-and-govern week: self-hosted servers fixed security gaps while admin and agent controls tightened.
• Nov 9, 2026Commerce platforms are opening checkout and storefronts to agents, from Polar's agent sign-up to Cody's agentic-checkout groundwork.
• Nov 9, 2026HR tools are adding agents and ATS capabilities while compliance gates and audit logs get stricter.
• Nov 9, 2026Support tools are letting bots handle live conversations over MCP, and building review tools for what AI writes.
• Nov 9, 2026Assistants are becoming proactive and routed, while the vendors around them add admin controls and tracing.
• Nov 9, 2026Actual Budget's November release automates bank sync, while the other two accounting products showed only build housekeeping.
• Nov 9, 2026Automation platforms spent the week making agent runs cheaper and more tightly scoped, and shipping fixes in bulk.
• Nov 7, 2026No sparks today: OpenStatus and Rho tighten how agents get access to tools
• Nov 2, 2026Rocket.Chat 9.0 and Fonoster both move free infrastructure behind paid tiers.
• Nov 2, 2026AnythingLLM bundles its own inference engine as Phoenix and RAGFlow harden toward production defaults.
• Nov 2, 2026Support tools open to outside agents: Frill, HelpCenter.io and Live Helper Chat all ship MCP access.
• Nov 2, 2026Release-line maturation dominates IT service management: OTOBO 11.1 goes stable and Zabbix 8.0 nears it.
• Nov 2, 2026MCP becomes the default way marketing tools expose themselves to agents, while n8n ships 3.0.
• Nov 2, 2026Project tools adopt MCP in bulk as Tracecat 1.3 and Fibery's AI integrations push agents deeper.
• Nov 2, 2026Workyard's Reporting Agent and Tanda's guided award builder turn plain language into workforce rules.
• Nov 2, 2026CRMs open themselves to partner agents via MCP, led by Wealthbox's developer portal and Twenty's app SDK.
• Nov 2, 2026Marketing data goes into the assistant: AffiliateWP and Semrush both open to Claude and ChatGPT.
• Nov 2, 2026Shopify's Autopilot and Junip's MCP v2 put commerce data within reach of AI assistants.
• Nov 2, 2026Learning platforms hand agents real work: Scribe captures it, Code.org's Adaptive builds it, Podia's agent edits it.
• Nov 2, 2026QuickBooks and Stigg show finance's agent pattern: propose, gate, then act.
• Nov 2, 2026Assistants start deciding when to act: LobeChat defaults to proactive bots and Claude opens Duet.
• Oct 26, 2026AI platforms spent the week tightening access control around agents, MCP and tenants.
• Oct 26, 2026GitHub Copilot added model-policy controls while open-source assistants reorganized their runtimes.