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PRODUCTION ARCHITECTURE

Production AI Workflows & Multi-Agent Blueprints

Production AI workflows are deterministic, stateful orchestration patterns where autonomous agents perceive context, execute verified tools, manage DAG graphs, and automatically recover from API failures.

Explore runnable, multi-file code architectures for LangGraph, CrewAI, Temporal, and vector stores—benchmarked for token economy, sub-100ms state recovery, and zero token waste.

Founder Story AI Workflows

DeepTutor Personalized Tutoring Agent Pipeline

DeepTutor agent-native personalized tutoring pipeline: deploy a lifelong AI tutor with TutorBots, 5-mode chat, persistent memory, RAG knowledge hub, and Claude Code integration. Complete guide with ROI, benchmarks, and h...

Deepak Bagada Deepak Bagada
18m read
Deep Dive AI Workflows

agent-device Mobile Device Control Pipeline for AI Agents

agent-device CLI gives AI agents direct control over iOS and Android devices for automated mobile testing. Complete guide: real device vs simulator, Claude Code integration, CI/CD setup, and honest limitations.

Deepak Bagada Deepak Bagada
7m read
Founder Story AI Workflows

agentgateway MCP Enterprise Security Proxy Pipeline

agentgateway is the next-gen agentic proxy for enterprise MCP security — route, auth, rate-limit, and audit all AI agent tool connections. Complete guide: deployment, configuration, comparison with Otari/Portkey, and hon...

Deepak Bagada Deepak Bagada
9m read
Briefing AI Workflows

screenpipe Privacy-First Work Context Agent Pipeline

screenpipe records your desktop locally and converts it into structured context for AI agents — no cloud, no privacy leaks. Complete guide: setup, agent integration, OCR/Whisper pipeline, and honest limitations.

Deepak Bagada Deepak Bagada
26m read
Founder Story AI Workflows

Kimi K3 Self-Hosted Coding Pipeline: Run 2.8T Open Weights Locally

Kimi K3 self-hosted coding pipeline: deploy Moonshot's 2.8T open-weight MoE model locally with vLLM. Complete guide covering hardware requirements, Open Interpreter setup, Kimi Delta Attention, benchmarks vs GPT-5.6/Opus...

Deepak Bagada Deepak Bagada
12m read
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
Breaking AI Workflows

PrismML Bonsai 27B: On-Device AI Guide (2026)

PrismML Bonsai 27B on-device AI guide. Deploy 27B model at 3.9 GB on iPhone 17 Pro or 5.9 GB on laptops. Apache 2.0, tool calling, vision, reasoning. 163 tok/s on RTX 5090.

Deepak Bagada Deepak Bagada
22m 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
11m 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
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