Jev: AI Tools & Fast Decisions
A new Jev section covering decision tools, integration choices and the published evidence.
Website updates
What’s new.
New sections, new pages and meaningful revisions — a dated record of how this website is evolving.
THE CHANGE LOG
Use this log to catch up on the material added or revised since your last visit. Each entry links to the page itself and explains what changed, so you can decide whether it is relevant to your work. These are changes to our website content; a new technology guide does not mean we have launched a model or deployed a customer system.
Jev Model Routing
A proposed model-routing workflow, with evaluation, budget controls and fallback design.
Jev Agent Guardrails
How focused checks can support agent input screening, evidence review and action policies.
Jev Real-Time Agents
Live decision loops, parallel typed outputs and the limits of real-time deployment claims.
Jev vs LLMs: Published Benchmarks
Provider-reported comparisons, with methodology, dates and limitations beside the charts.
Managed Agent Runtimes
Persistent sessions, sandbox choices and enterprise pilots for managed agent workflows.
Agent-to-Agent Interoperability
Agent-to-agent handoffs, shared context and the distinction between A2A and MCP.
September 2026 AI Technology Briefing
A source-linked September review of model releases and enterprise agent technology.
DeepSeek V4.1-Flash
Revised for V4.1-Flash, including native vision, deployment considerations and dated API pricing.
Claude Fable 5.1 in Production
Updated model availability, enterprise considerations and attributed provider benchmarks.
Voice AI & Speech Systems
Updated live voice coverage, with full-duplex interaction and backend delegation considerations.
What the labels mean
New marks a newly published page or section. Updated marks a meaningful revision to existing content: for example, a model release, a revised comparison or a change to implementation guidance. Small spelling corrections and routine deployments do not restart a page’s update badge.
Navigation badges remain visible for 30 calendar days, including the publication or update date. The records on this page remain available after that period. A newly published page keeps its New label during that window even if it receives an early revision.
The date here refers to our content, not the launch date of a third-party product. Technology pages carry their own source links, research dates and qualifications. Use those sources to understand the evidence behind a claim and the conditions under which a capability is available.
