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PRODUCTION BLUEPRINTS

AI Workflows & Agentic Architecture Directory

Step-by-step guides, automation pipelines, and production blueprints for building multi-agent systems, RAG pipelines, and enterprise AI workflows.

Founder Story AI Workflows

port-ai-builder-platform-engineering-workflow-2026

Port AI Builder (launched July 14, 2026) is the first purpose-built vibe coding experience for platform engineering. It lets platform teams build production-grade agentic workflows, scorecards, dashboards, and automation...

Deepak Bagada Deepak Bagada
35m read
Research Breakdown Agentic AI

CEO at SaaSNext

KISS Sorcar (v2026.7.15, Apache 2.0, UC Berkeley Prof. Koushik Sen) is a free, open-source, local-first AI agent framework that ships as a VS Code extension, CLI, and browser/mobile web app. Core differentiator: genetic...

Deepak Bagada Deepak Bagada
39m read
Research Breakdown AI Workflows

CEO at SaaSNext

Adapter Mind Cognition-as-a-Service (launched July 14, 2026, $17.8M from GV, Bond Partners, Eric Schmidt's Hillspire) is an infrastructure layer that provides persistent, structured understanding of enterprise data to AI...

Deepak Bagada Deepak Bagada
43m read
Breaking Productivity

CEO at SaaSNext

Crucible (MIT, launched July 11-12, 2026 by nadeauglenn1-max) is an open-source Python library that turns any real software into a deterministic, replayable reinforcement learning environment for training AI agents. Ship...

Deepak Bagada Deepak Bagada
46m read
Founder Story Agentic AI

CEO at SaaSNext

Oracle AI Agent Studio for Fusion Applications (launched July 14, 2026) is a complete development platform for building, connecting, and running AI agentic applications natively inside Oracle Fusion Cloud Applications. I...

Deepak Bagada Deepak Bagada
20m read
Founder Story AI Workflows

ax AI-Era Curl for Agent Web Fetching Pipeline Guide (2026)

ax (yusukebe/ax, 143 stars, MIT, July 6, 2026, by Yusuke Wada — Cloudflare Developer Advocate, HonoJS creator) is a single-binary CLI tool purpose-built for AI coding agents that replaces curl + throwaway Python scripts...

Deepak Bagada Deepak Bagada
10m read
Deep Dive AI Workflows

Luxy AI SRE Kubernetes Incident Pipeline Guide (2026)

Luxy AI SRE (public repo, 311+ stars, July 2026) is the first open-source AI-native SRE control plane for Kubernetes that runs locally. It connects Prometheus alerts, Loki logs, Tempo traces, CMDB topology, and runbooks...

Deepak Bagada Deepak Bagada
20m read
Founder Story AI Workflows

grok-build-data-exfiltration-prevention-pipeline-2026

The Grok Build CLI data leak (July 14, 2026) exposed a critical vulnerability in AI coding agent security: xAI's Grok Build was caught uploading entire git repositories — including .env files, SSH keys, and private npm t...

Deepak Bagada Deepak Bagada
28m read
Deep Dive AI Workflows

Juggler GUI Coding Agent Workbench Pipeline Guide (2026)

Juggler (juggler.studio, by Julian Storer — creator of JUCE C++ framework, Tracktion DAW, Cmajor DSP, 30+ years C++ dev) is an open-source GUI coding agent workbench launched July 14, 2026 via Show HN (95+ points). Unlik...

Deepak Bagada Deepak Bagada
40m read
Founder Story AI Workflows

CEO at SaaSNext

OpenAI Codex server-side subagent pipeline (July 15, 2026) uses GPT-5.6 Sol with Responses API Multi-Agent Beta to automatically decompose complex tasks into parallel subagents on OpenAI infrastructure — no manual delega...

Deepak Bagada Deepak Bagada
32m read
Breaking AI Workflows

Agent-Compose Declarative Agent Orchestration: 2026 Guide

agent-compose (chaitin/agent-compose, Go, AGPL-3.0, June 6, 2026) is a daemon + CLI control plane that runs AI coding agents in isolated sandboxes declared in an `agent-compose.yml` file. The Docker Compose mental model:...

Deepak Bagada Deepak Bagada
29m read
Deep Dive AI Workflows

Agnost AI Agent Analytics Pipeline: Complete 2026 Guide

Agnost AI (YC S26, launched July 14, 2026) is the first product analytics platform purpose-built for conversational AI agents. It reads production chat and voice conversations, extracts intent clusters, sentiment signals...

Deepak Bagada Deepak Bagada
26m read
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