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AI Workflows

Step-by-step production AI workflow architectures, event loops, and agent orchestration for builders.

Breaking AI Workflows

ccshare Setup: Multiplayer Claude Code (2026)

ccshare multiplayer Claude Code: real-time collaborative sessions with shared thread state. Setup guide, conflict resolution, parallel subagents, team review.

Deepak Bagada Deepak Bagada
24m read
Research Breakdown AI Workflows

Agency Agents Setup: Deploy 200 AI Personas (2026)

Agency Agents agent deployment guide — install 200+ specialized AI agent personas across 16 divisions into Claude Code, Cursor, Codex, and 13+ tools. Native desktop app, 15-min setup.

Deepak Bagada Deepak Bagada
3m read
Founder Story AI Workflows

GPT-Red Automated Red-Teaming: AI Security Pipeline Guide (2026)

GPT-Red (OpenAI, July 15, 2026) is an automated red-teaming LLM trained via self-play reinforcement learning that discovers prompt injection vulnerabilities humans miss. It achieved 84% attack success vs 13% for human te...

Deepak Bagada Deepak Bagada
44m read
Research Breakdown AI Workflows

Inkling Enterprise Agent Customization: Complete 2026 Guide

Inkling is Thinking Machines Lab's 975B MoE open-weights model (Apache 2.0, July 15, 2026) with 41B active parameters, 1M context, native multimodal input, and controllable thinking effort (0.2-0.99). Founded by former O...

Deepak Bagada Deepak Bagada
5m read
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 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
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
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