Skip to main content
Workflows Library MCP Directory Realtime AI News Sponsor Tier Subscribe
Live intelligence/August 07, 2026
Lead signalAI Workflows14 min read

Agentic Graph RAG Pipeline with Multi-Hop Reasoning, Self-Correction & Knowledge Graphs in LangGraph

Move beyond retrieve-then-generate. Build a self-correcting agentic graph RAG pipeline in LangGraph that fuses vector search with a knowledge graph, decomposes complex queries into sub-goals, performs multi-hop reasoning, grades every retrieved chunk, and rewrites queries in a retry loop until the evidence is solid.

Deepak Bagada Deepak BagadaAug 07, 2026
Now reading

The latest dispatches

All news
01 / BUILDAI WorkflowsBlueprints for moving from idea to automation.Explore ↗02 / CONNECTMCP DirectoryTools and server guides for capable agents.Browse ↗03 / KNOWAI NewsWhat changed, why it matters, and what to do next.Catch up ↗
From the archive

More to explore

Breaking AI Workflows

How to Use Claude Code Dynamic Workflows for Parallel Audits

Claude Code Dynamic Workflows (Anthropic, research preview May 28, 2026) let Claude write a JavaScript orchestration script that spawns up to 1,000 parallel subagents within a single session. Each subagent has its own co...

Deepak Bagada Deepak Bagada
8m read
Briefing AI Workflows

How to Build an Autonomous PR Pipeline with ColonyOS in 45 Min

ColonyOS (rangelak/ColonyOS v0.4.6) is an autonomous software engineering pipeline that uses Claude Code to turn feature descriptions into shipped pull requests. Its built-in CEO agent writes PRDs, 7-persona reviewers ev...

Deepak Bagada Deepak Bagada
8m read
Founder Story AI Workflows

Codex Claude Code Review Pipeline Catches 94% Bugs

Codex + Claude Code Multi-Agent Review Pipeline runs two AI models as adversarial reviewers in parallel via n8n orchestration. Claude Code checks architecture and conventions while Codex checks security and performance....

Deepak Bagada Deepak Bagada
8m read
Deep Dive AI Workflows

n8n Claude API Research Agent Cuts Research 80% Faster

n8n + Claude API AI Research Agent uses Claude 3.5 Sonnet for analysis and Perplexity API for real-time web research, orchestrated through n8n's visual workflow builder. The agent evaluates sources for credibility, ident...

Deepak Bagada Deepak Bagada
7m read
Breaking AI Workflows

Autonomous Content Pipeline with Hermes Subagents

Build an autonomous creative content pipeline with Hermes Agent v2.0+ that takes a raw idea and produces novels, tutorial videos, and audiobooks in parallel. Subagents handle research, drafting, illustration via ComfyUI,...

Deepak Bagada Deepak Bagada
3m read
Breaking AI Workflows

Hermes Subagents: Parallel Workflows and Multi-Agent Patterns

Hermes Agent supports four parallel subagent patterns: Parallel Independent (same task to N agents), Pipeline with Dependencies (chain tasks sequentially), Fan-Out/Fan-In (split work then merge), and Competitive (N agent...

Deepak Bagada Deepak Bagada
3m read
Breaking AI Workflows

Build Web Apps Kimi K2.6 from Prompts in Hours

Kimi K2.6 builds production-ready web applications from natural language prompts in hours instead of days. Before this workflow, a developer needed two weeks to build 30 restaurant landing pages with individual menus, ho...

Deepak Bagada Deepak Bagada
8m read
Founder Story AI Workflows

Claw Groups Kimi K2.6 Collaboration Multi-Device

Collaborate with Claw Groups Kimi K2.6 collaboration by deploying agents across your laptop, cloud server, and phone as a single coordinated team. Before this workflow, agents were tied to one device and could not hand o...

Deepak Bagada Deepak Bagada
9m read
Deep Dive AI Workflows

Automate CI/CD Diagnostics Claude Code Fast

Claude Code by Anthropic automates CI/CD pipeline diagnostics using Opus 4.8 to resolve 90% of deployment failures without human intervention. Teams using this workflow cut mean time to recovery from 45 minutes to 5 minu...

Deepak Bagada Deepak Bagada
6m read
Audio Briefing
Accessibility Preferences
High Contrast Mode
Accessible Reading Font

Keyboard Shortcuts

Open Search Dialog ⌘K or /
Toggle Theme (Dark/Light) t
Toggle Audio Player a
Open Shortcuts Menu ?
Close Active Dialog Esc