[Salesforce][Data Cloud]
Salesforce Data Cloud Vector Search: Build a Semantic Case Router
Build a semantic case router with Salesforce Data Cloud vector search 2026, Agentforce 2.0, embeddings, and Apex routing logic.
29 May 202614 min read
> INITIALIZING BENNIE_JOSEPH.SYS█
SALESFORCEARCHITECT.
AI AGENTIC SYSTEMS · 9+ YRS ENTERPRISE
9+
YRS_EXP
19+
CLIENTS
6×
CERTIFIED
STATUS: ACTIVE
CERT_LVL: ARCH
ADAPT: ENABLED
SCROLL_DOWN
↓
SYS_CAPABILITIES // LOADED
CAPABILITY MATRIX
FULL-STACK PROFICIENCY · ENTERPRISE SALESFORCE · AI-AGENTIC SYSTEMS
MOD_01
● ONLINESALESFORCE PLATFORM
Apex / Triggers96%
LWC / Aura94%
Platform Events90%
OmniScript / FlexCards87%
SOQL / SOSL95%
REST / SOAP APIs92%
Salesforce Flows88%
SFDX / CI/CD85%
Service Cloud91%
nCino Banking82%
SKILLS_LOADED: 10AVG: 90%
MOD_02
● ONLINEAI-AGENTIC SYSTEMS
LangGraph / RAG90%
OpenAI / Claude APIs93%
Prompt Engineering91%
Agentforce / Einstein88%
Vector Search (pgvec)83%
Google Gemini85%
Twilio / LiveKit80%
NLP Pipelines84%
SKILLS_LOADED: 8AVG: 87%
MOD_03
● ONLINEFULL-STACK DEVELOPMENT
TypeScript / Next.js92%
Node.js / NestJS88%
Python / FastAPI82%
PostgreSQL / Drizzle86%
React / Framer Motion90%
Docker / Cloud Run80%
Tailwind CSS89%
Git / GitHub Actions91%
SKILLS_LOADED: 8AVG: 87%
CLEARANCE_LEVEL // ARCHITECT
CLASSIFIED CREDENTIALS
SALESFORCE ARCHITECT · 6 ACTIVE CERTIFICATIONS · CLEARANCE VERIFIED
◈ TOP CREDENTIAL
ARCH-001[TOP_CREDENTIAL]
Salesforce Certified Application Architect
Umbrella credential — Data Architect + Sharing & Visibility Architect
ARCH-002[ARCHITECT]
Salesforce Certified Sharing & Visibility Architect
ARCH-003[ARCHITECT]
Salesforce Certified Data Architect
DEV-001[DEVELOPER]
Salesforce Certified Platform Developer I
DEV-002[DEVELOPER]
Salesforce Certified Platform Developer II
EXT-001[SPECIALIST]
nCino Certified 201 Commercial Banking
Commercial Banking platform certification
ACHIEVEMENT_LOG // 3 RECORDS
ACH-001
AWS DeepRacer Championship — India
Ranked 17th nationally (Top 32) in Accenture League using Reinforcement Learning.
ACH-002
Pinnacle Award — Accenture
Honored for exceeding client expectations on high-visibility Salesforce delivery.
ACH-003
Deloitte Spot Awards (×3)
Engineering excellence and Core Business Operations delivery recognition.
DEPLOYED_SYSTEMS // 6 ACTIVE
SYSTEM REGISTRY
PRODUCTION DEPLOYMENTS · AI PLATFORMS · ENTERPRISE TOOLS
SYS-001 — TRADETAPER
● ONLINETradeTaper
Trading Journal Platform
UPTIME_SCORE99%
Production-grade full-stack trading journal — NestJS backend, Next.js frontend, real-time WebSocket data feeds, PostgreSQL. 523 commits, modular monorepo with auth, market-data ingestion, strategy modules.
[TypeScript][NestJS][Next.js][WebSocket][PostgreSQL][Docker]
01 / 06
MISSION_LOG // 2 DEPLOYMENTS
MISSION HISTORY
9+ YEARS FIELD EXPERIENCE · ENTERPRISE DEPLOYMENTS · 19+ CLIENTS
Deloitte USI
MSNO-001 · May 2021 – Present · 4 YRS 10 MOS
Accenture Solutions
MSNO-002 · Dec 2016 – May 2021 · 4 YRS 6 MOS
DATASTREAM_06 // INTELLIGENCE_FEED
SIGNAL LOG
Practical takes on Salesforce architecture, AI agents, and building products as an indie developer.
[AI][Claude]
Claude Sonnet 4.7 vs GPT-5.5 for Salesforce Agents
Claude Sonnet 4.7 vs GPT-5.5 Salesforce agent comparison: reasoning, tool calls, cost, latency, and Agentforce 2.0 patterns.
28 May 202615 min read
[Salesforce][Agentforce]
Agentforce 2.0: What Actually Changed from 1.0
Agentforce 2.0 new features Winter 26 explained: multi-agent orchestration, Atlas v2, custom reasoning, and real org lessons.
26 May 202614 min read
UPLINK_05 // OPEN_CHANNEL
ESTABLISH UPLINK
SIGNAL AVAILABLE · RESPONSE TIME <24H · COLLABORATION OPEN
TERMINAL — UPLINK_TRANSMIT v1.0● CHANNEL_OPEN
OPERATOR_STATUS
AVAILABLE
Open to new missions, consulting, and collaboration.
Response latency: <24h.
ACTIVE_CHANNELS
UPLINK_MAIL
benniejoseph.r@gmail.com
UPLINK_LINKEDIN
/in/benniejosephrichard
UPLINK_GITHUB
/benniejoseph
// BJR_SYS v9.0
// SALESFORCE_ARCH
// AI_AGENTIC_DEV
// READY_TO_EVOLVE