A proposed test protocol reviewed September 14, 2026 advises users to verify whether local AI tools are truly offline by tracing a complete task from input to saved result, since local inference does …
A proposed reference published by Digital Applied on September 12, 2026 separates sixteen resource checks into four scopes — provider, runtime, shared state and coordination — to show that parallel AI…
Black Forest Labs' FLUX Video Edit endpoint, documented at /v1/flux-tools/video-edit-v1 and checked September 12, 2026, accepts MP4 URL or base64 source clips up to 15 seconds and 50 MiB, requires at …
Digital Applied published a proposed maintenance responsibility matrix on September 12, 2026, to help buyers of AI-built applications assign a named owner for post-delivery upkeep. The framework separ…
Digital Applied published a sixteen-probe reference on September 12, 2026, for testing which instructions survive AI context compaction, distinguishing reloaded instructions from summarized conversati…
Digital Applied published a proposed sixteen-field rerun inventory on September 12, 2026, specifying what must be recorded to compare AI agent executions, including task briefs, model snapshots, tool …
OpenAI published Eric Provencher's blog post "Rethinking skills and prompts for GPT-6 Astra" on September 11, 2026, advising teams to narrow skill descriptions, load supporting guidance only when rele…
A proposed workflow published by Digital Applied and reviewed September 12, 2026, outlines how an AI agent should handle a user correction by recording the exact change, following dependencies, and pr…
Digital Applied published an evidence-classification method on September 12, 2026, for assessing AI benchmark contamination claims, distinguishing training exposure, runtime answer access, and defecti…
Digital Applied published a proposed comparison plan on September 12, 2026, for deciding what input package to give an AI builder — a screenshot, native design source, assets and design rules, an inte…
Digital Applied published a proposed 2D editability reference on September 12, 2026, defining twelve acceptance checks for AI-assisted design deliverables, grouped into visible edits, structural edits…
Digital Applied published a proposed session-portability reference on September 12, 2026, outlining twelve migration checks for moving an AI agent between systems, with the guidance that export alone …
A proposed guide from Digital Applied, reviewed September 12, 2026, outlines how AI agents should handle priority changes during long-running tasks by distinguishing reordering, pausing, and replacing…
A reference published by Digital Applied proposes a field-level policy for AI tool responses, advising developers to keep exact values needed for decisions and follow-up calls, summarize relevant bulk…
A new design guide proposes an application pattern for keeping voice agents useful during slow backend tool calls, requiring explicit task states such as pending, running, completed, failed and uncert…
A Digital Applied guide published September 12, 2026 argues that rising AI usage only shows more work is passing through an AI system, not that teams are completing more useful work, and proposes a de…
A proposed build workflow for coding agents advises developers to construct interactive product demos around a single visitor decision, with explicit labels distinguishing real application logic, samp…
A Digital Applied reference published September 12, 2026 proposes splitting managed AI agent state into three separately owned layers — conversation, execution and business — so that session recovery …
Digital Applied published a verification matrix for AI research claims, arguing that a result is verified only relative to a specific claim and a specific check, with separate evidence dimensions for …
DeepSeek announced via a September 9 customer email that it will release V4.1 Flash around September 10, Beijing time, temporarily routing Pro requests to Flash and introducing new USD pricing per mil…