My Journey Through Google Cloud GenAI Academy APAC Edition Cohort 3 — 2026

September 20, 2026 · Dev.to

Why AI Writes Need Risk Tiers: The R0-R5 Tool Risk Model
The previous piece, "Runtime over Prompt", argued that the security boundary belongs on the execution path — immediately
The MCP server that changes its mind after you approve it
Here is an MCP server config. Nothing about it is unusual. { "mcpServers": { "notes": { "command": "npx", "args": ["-y",
Cognis — When Software Changes, Its Knowledge Should Change With It
Software changes. Knowledge doesn't. And that gap is where things start breaking. At the WeMakeDevs × AWS Bharat Builds
MCP Is an Adapter Layer, So Version the API First
If an MCP server is usually a thin layer over an API, the practical takeaway is simple: treat the API contract as the th
Why higher interest rates are the new normal
Even when the RBA is satisfied it has inflation under control, we should not expect rates to come down by a lot.