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464 articles across 10 topics

Architect reviewing Agentforce prompt injection controls on public lead intake and subagent accessAgentforce & AI

Agentforce Prompt Injection: Hardening After SalesBleed

SalesBleed turned a Web-to-Lead form into a zero-click leak of Account data through Agentforce prompt injection. The...

· 11 min read Salesforce OAuth device flow moving from a connected app to a local External Client AppIntegration

Salesforce OAuth Device Flow Ends for Connected Apps Nov 30

From 30 November 2026 the OAuth 2.0 device flow only works from local External Client Apps with a localhost callback,...

· 10 min read Architect auditing the Salesforce sharing model AI agents inherit when querying org dataAdmin

Salesforce Sharing Model: AI Agents Ignore Page Layouts

Page layouts hid fields from view without restricting access, and an agent querying for a user reads everything that...

· 10 min read Diagram of Salesforce Koa as the reasoning model selected inside an Agentforce agent pipelineAgentforce & AI

Salesforce Koa: What a CRM Reasoning Model Changes in Your Org

Koa is Salesforce's first CRM reasoning model, post-trained on NVIDIA Nemotron 3 Super and announced at Dreamforce '26....

· 8 min read Salesforce Life Sciences Cloud architecture diagram separating HCP, patient, clinical and commercial dataIntegration

Salesforce Life Sciences Cloud Architecture: HCP vs Patient

Merging HCP and patient records into one Account and Contact hierarchy is cheap on day one and expensive at the first...

· 10 min read Diagram of a Salesforce webhook integration using JWT Bearer Flow through a Node.js serviceIntegration

Salesforce Webhook Integration With JWT Bearer Flow

Salesforce has no inbound webhook listener, so third-party callbacks need a small service in front of the org. Building...

· 11 min read Diagram of Agentforce subagents routed from a Super Agent router to connected specialist agentsAgentforce & AI

Agentforce Subagents: Split and Route an Overloaded Agent

A decomposition and routing guide for architects whose single Agentforce agent has outgrown itself. Covers start_agent,...

· 9 min read Diagram of Salesforce sharing model anti-patterns across roles, sharing rules and Apex managed sharesApex

Salesforce Sharing Model Anti-Patterns: Where Access Breaks

Sharing defects do not fail the build. They show up months later as audit findings and “the manager cannot see it”...

· 10 min read 3D render of a glowing core representing Salesforce Winter 27 developer features and architecture updatesApex

Salesforce Winter '27 Developer Architecture Guide

Winter '27 raises the Apex heap ceilings to 10 MB and 25 MB and adds native live integration tests in scratch orgs....

· 7 min read 3D visual representation of Salesforce Extensions for VS Code developer tooling and project architectureDevOps

Salesforce Extensions for VS Code v67.12.1 Changes

Salesforce Extensions for VS Code v67.12.1 reshuffles Apex file scaffolding and confines the Apex Language Server to...

· 4 min read 3D icon of interconnected circuits representing Salesforce Winter '27 developer features and tools.Apex

Salesforce Winter '27 Developer Features: Apex, LWC, AI

Winter '27 raises the Apex heap limits, lets integration tests make real HTTP callouts, and opens LWC templates to...

· 5 min read 3D gears representing Salesforce Winter '27 Marketing updates and integration.Agentforce & AI

Salesforce Winter '27 Marketing Cloud Updates for Developers

Winter '27 brings a fair amount to Marketing Cloud for developers and admins: new Agentforce agents for marketing work,...

· 3 min read