AI Insights & News

Insights for working smarter with AI

Practical AI news, automation tips, and real-world insights to help your business stay ahead.

How We Use Twenty CRM and GraphQL to Run AI Agent Pipelines

How We Use Twenty CRM and GraphQL to Run AI Agent Pipelines

We replaced Salesforce with Twenty CRM, an open source alternative, and use its GraphQL API to power our entire AI agent pipeline. Here is how GraphQL makes CRM agents possible, why self-hosting matters, and what we learned deploying it for lead management.

12 April 202614 min read
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Graphify: Turn Any Codebase Into a Queryable Knowledge Graph for AI Assistants

Graphify: Turn Any Codebase Into a Queryable Knowledge Graph for AI Assistants

Graphify is an open source AI coding assistant skill that builds knowledge graphs from your code, docs, papers, images, and videos. It reduces query tokens by 71.5x, supports 11 coding platforms, and extracts structure you did not know was there.

12 April 202615 min read
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The Dawn of the Agentic AI Agencies: Why Traditional SaaS Is Giving Way to AI Employee Management

The Dawn of the Agentic AI Agencies: Why Traditional SaaS Is Giving Way to AI Employee Management

Traditional SaaS is being replaced by agentic AI employee management. AI automation agencies who deploy open source infrastructure like OpenClaw will dominate this shift. Your domain knowledge becomes a growing AI asset.

12 April 202621 min read
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GEPA: How Reflective Prompt Evolution Is Beating Reinforcement Learning at 90x Lower Cost

GEPA: How Reflective Prompt Evolution Is Beating Reinforcement Learning at 90x Lower Cost

GEPA (Genetic-Pareto) is an open-source framework that optimizes AI prompts, code, and agent architectures using LLM-based reflection. Used by Databricks, Shopify, and OpenAI to achieve 90x cost savings over RL methods.

12 April 202614 min read
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AI for Construction Estimating & Takeoffs: The Complete Guide for Australian Builders

AI for Construction Estimating & Takeoffs: The Complete Guide for Australian Builders

How AI is transforming construction estimating, quantity takeoffs, and drawing analysis for Australian builders. Covers tools, costs, ROI, and practical implementation steps.

11 April 202618 min read
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Multica: The Open-Source Platform Turning AI Coding Agents Into Real Teammates

Multica: The Open-Source Platform Turning AI Coding Agents Into Real Teammates

Multica is a new open-source platform that manages coding agents as team members. Assign tasks, track progress, and compound skills across Claude Code, Codex, OpenClaw, and OpenCode.

10 April 202618 min read
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Claude Managed Agents vs OpenClaw: Which Agent Platform Should You Choose in 2026?

Claude Managed Agents vs OpenClaw: Which Agent Platform Should You Choose in 2026?

A practical comparison of Claude Managed Agents and OpenClaw for building and deploying AI agents. Covers architecture, pricing, features, and when to choose each platform.

10 April 202616 min read
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OpenClaw vs Hermes Agent: The Complete 2026 Comparison

OpenClaw vs Hermes Agent: The Complete 2026 Comparison

Honest comparison of OpenClaw and Hermes Agent, plus the best value AI models for running your agent on a budget.

6 April 202616 min read
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Agentic Claw Coding Plans That Finally Make Sense

MiMo V2 Pro ($6/mo) and Qwen 3.6 Plus ($50/mo) deliver 90% of Claude Opus 4.6 performance for agentic workflows at 10% of the cost. Deep comparison with benchmarks for OpenClaw and Claude Code alternatives.

3 April 202610 min read
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