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Deep Dive AI Tools

Build a PR & Media Monitoring MCP Server for Agentic Communications Teams

Inspired by Featured's July 2026 MCP server for PR agencies, this dispatch builds pr-media-mcp, a FastMCP TypeScript server that lets agents monitor press mentions, track journalist and outlet sentiment, manage pitch outreach queues, and draft response drafts. Read tools are always available; write tools — send pitch, update contact — are gated behind OAuth 2.0 scopes plus a human approval gate, and every action lands in an append-only audit trail.

Deepak Bagada Deepak Bagada
10m read
Deep Dive LLMs

SUPERAGENT 3.0 & the Agentic Insurance Agency: AI as the Back-Office Business Partner

SUPERAGENT AI shipped version 3.0 on August 11, 2026, positioning itself as an AI business partner for insurance agencies rather than another dialer or CRM bolt-on. The release unifies inbound and outbound calling, campaigns, quoting data capture, call intelligence, producer training, public self-sign-up, and instant phone provisioning. This briefing covers vertical-agent economics, agentic quoting, and where human-in-the-loop remains non-negotiable for insurance compliance.

Deepak Bagada Deepak Bagada
8m read
Deep Dive Coding

NCSC-Style Guidance for External AI Agents: Least-Privilege & Anomaly Monitoring

The 2026 enterprise guidance for adopting external AI agents is deceptively simple: start with low-risk, repetitive tasks — report generation, test scheduling — and put least-privilege access plus anomaly monitoring in place from day one, per NCSC-style recommendations. This briefing covers an agent onboarding policy, the external-agent permission model, and continuous anomaly detection that catches drift before it becomes a breach.

Deepak Bagada Deepak Bagada
8m read
Deep Dive LLMs

Code for a Billion: The Bharat Agentic-AI Hackathon & Civic Agent Deployments

Civic-tech nonprofit Code for India launched Code for a Billion – Bharat Agentic-AI Hackathon 2026 on August 15, 2026: a 90-day virtual event building agentic-AI projects for public good across education, health, climate, governance, and financial inclusion, developed in AgentFoundry.me. This briefing covers civic and public-sector agent deployment, India-first AI adoption, and how public-impact agents will be evaluated.

Deepak Bagada Deepak Bagada
8m read
Deep Dive Coding

Native Agents in the SaaS Stack: Salesforce Agentforce, Atlassian Robo & the Manual-Work Sunset

August 2026 marks the point where agents stop being separate products and start being native features of the tools you already run. Salesforce's Agentforce lets agents perform CRM tasks in place of human users, and Atlassian's embedded agent Robo automates complex workflows inside Jira and Confluence. This briefing covers the shift from tools-people-operate to systems-agents-do-the-work, plus adoption, extension, and disablement in compliance-sensitive workflows.

Deepak Bagada Deepak Bagada
8m read
Deep Dive Coding

Alteryx Agent Studio: When Business Analysts Become Agent Builders

At Inspire 2026, Alteryx unveiled Agent Studio plus an MCP Server that lets business analysts convert existing data workflows and business logic into autonomous agents without IT involvement. Agents deploy to Slack, Microsoft Teams, and external AI models through the MCP Server. This briefing covers the IT-bottleneck elimination, what analyst-built agents mean for governance, and the unit economics of moving pipeline work to agent-driven automation.

Deepak Bagada Deepak Bagada
8m read
Deep Dive LLMs

DeepSeek V4-Pro GA & Adaptive Reasoning: Compute That Matches the Task

DeepSeek's V4-Pro hit general availability on August 16, 2026 at 16:00 UTC, bringing adaptive reasoning profiles (low / standard / maximum) that route compute to task complexity, native OpenAI Responses API support, one-click Codex setup, and a tiered peak/off-peak pricing model where off-peak is exactly half of peak. This briefing covers the compute-routing economics, benchmark positioning against V4 Flash, and when each reasoning profile is the right call.

Deepak Bagada Deepak Bagada
8m read
Deep Dive AI Workflows

Build a Research-Agent Citation-Integrity Workflow with AI-Paper Forensics

August 2026 surfaced the integrity crisis at the core of AI-generated research: a single AI produced 30 papers in a month, and Google DeepMind cited one of them before the provenance question was settled. This dispatch builds cite-guard, a LangGraph workflow that verifies every citation against source databases, runs AI-generation forensics on style and temperature fingerprints, scores citation-integrity risk, and gates publication and QA pipelines behind a human reviewer.

Deepak Bagada Deepak Bagada
11m read
Deep Dive AI Workflows

Build an Agent Data-Exfiltration Detection Workflow Against Memory Heist & GitLost Patterns

Two July 2026 incidents defined the agent data-loss class: claude.ai memory exfiltrated through web_fetch link-following, and GitHub Agentic Workflows leaking private repo READMEs through crafted public issues. This dispatch builds exfil-guard, a LangGraph workflow that classifies every outbound data flow — fetch targets, payload sizes, memory-access requests — applies egress allowlists, redacts PII, and blocks or routes suspicious exfiltration patterns to a human approval gate.

Deepak Bagada Deepak Bagada
11m read
Deep Dive AI Workflows

Build an MCP Tool-Poisoning Defense Workflow with Tool-Description Verification

In 2026 the dominant MCP attack class stopped exploiting code bugs and started poisoning metadata: agents trust tool names, descriptions, and schemas as configuration, so an attacker who controls a tool's description can inject instructions the model follows. This dispatch builds tool-guard, a LangGraph workflow that sits between your agent and every MCP server, inventories every tool, verifies descriptions against an allowlist, detects imperative-language patterns, sandboxes suspicious tools, and writes an append-only audit of every tool call.

Deepak Bagada Deepak Bagada
11m read
Deep Dive AI Tools

Build a Read-Write Boundary MCP Server for Agentic Office Workflows

Inspired by Microsoft's June 30, 2026 read-write agent shift, this dispatch builds rw-boundary-mcp, a FastMCP TypeScript server wrapping office/document APIs. Read tools are always available; write tools require a scope token plus an approval gate, and every mutation is logged to an append-only audit trail.

Deepak Bagada Deepak Bagada
10m read
Deep Dive AI Tools

Build a Payroll & HR Agentic MCP Server for Kredily-Style Workforce Operations

Inspired by Kredily 3.0's KAI launch on August 14, 2026, this dispatch builds payroll-hr-mcp, a FastMCP TypeScript server exposing read-only payroll overview, attendance, statutory compliance, and pay-slip queries to agents. Write tools — payslip runs and reimbursement approvals — are gated behind a human-approval workflow with OAuth 2.0 enforcement.

Deepak Bagada Deepak Bagada
10m read
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