The Intelcraft Log
A field guide to what we’re learning.
Original essays, working notes, formal publications, and a human-validated knowledge base. Each format serves a different stage of turning information into practice.
01 / Perspective
Writing
Longform arguments and practical essays from anant.us — developed ideas with a clear point of view.
Beyond ChatGPT: Ten Enterprise AI Workflows Every Nonprofit Should Build in 2026
Artificial intelligence has moved beyond simple chatbots and content generation. In 2026, nonprofits have an opportunity to use AI as part of the way work actually gets done, connecting people, […]
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7 Questions Every Police Chief Should Ask Before AI Enters the Case File
Before an AI layer drafts, summarizes, or analyzes a police record, an agency should be able to explain the problem it is solving, the evidence it is transforming, the humans […]
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Human-in-the-Loop AI: Why People Still Matter in Healthcare, Education, and Public Services
Artificial intelligence is becoming part of everyday decision-making faster than many organizations expected. It can summarize information, identify patterns, generate recommendations, answer questions, and increasingly take actions on beha
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AI for Nonprofits: A Beginner’s Guide to Starting the AI Journey
Artificial intelligence is becoming easier for organizations of all sizes to explore. For nonprofits, that creates an interesting opportunity: some of the work that takes hours every week, from sorting […]
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The AI Governance Gap: 7 Ways Nonprofits Can Adopt AI Responsibly
AI is already inside the nonprofit, but only 4 percent of surveyed nonprofits had documented, repeatable workflows. The governance question is whether mission, data, human judgment, and community trust are […]
Read essay02 / In progress
Notes
Fast observations, session records, and ideas still being worked through — useful before they become polished.
#54 - Agent Platforms / Hermes, Devin, Grok, Codex / Harness Strategy
#53 - Evaluating AI Skills / Trust Rubrics / Intelligence Crafting
studyhall 1.1 - Agent Workflow Verbs / Skills & Plugins / Grant Matching
#52 - Building an AI Consulting Business / Training-Led Growth / Outreach Automation
#51 - AI Native Ops / Company as a Monorepo / Overbot
#50 - Signal Management / Jobwatch / Kono Knowledge Graphs
#49 - AI in Law Enforcement / Evidence & Governance / PoliceReports.ai
#48 - Real Estate & Financial Investment AI
03 / Reference
Publications
Structured, shareable work from the Intelcraft playbook — the most complete expression of a subject.
Published research
intelcraft.3 - Enterprise AI Governance Guide
Published research
intelcraft.2 - Enterprise & Federal Cybersecurity Policy
Published research
intelcraft.1 - Global & National Energy & Water Use
04 / Discovery
Curated Knowledge Base
We use AI to find and prioritize knowledge, then people validate what is worthy. Tagged and organized in Linkwarden with Konotree.com.
Built with Konotree.com
Pi vs OMP: A Coding Agent Comparison | Marga Satrya
A two-week comparison of Pi and OMP coding agents, covering setup, UI, token usage, Plan Mode, and why I prefer a minimalist harness.
Open sourcedat.ai — MCP-Native Browser Infrastructure for AI Agents
Open sourcedeeplethe/utopia: World's first open-source enterprise world model.
Open sourcehydra-db/hydradb: HydraDB - fast graph database on object storage
HydraDB - fast graph database on object storage. Contribute to hydra-db/hydradb development by creating an account on GitHub.
Open sourceHydraDB
Open sourceDeepLethe
Open sourceBudibase — build internal tools
Open sourceGlide — No Code App Builder
Introducing GlideOS - an AI software development platform for building internal business software from a spreadsheet, a prompt, or a file. Now you can build beautiful, intelligent, custom apps for work in minutes, not months.
Open sourceCommandBar — AI-powered user assistance
Open sourceCodeWP pricing
Open sourceDirectual
Directual is a powerful no-code platform to build AI agents, LLM-powered systems, and business applications—without writing code. Automate workflows, integrate AI into your products, and bring ideas to life faster than ever. Start building today!
Open sourceDhiWise — App Development Platform
Open sourcevoiceflow.com
Open sourcesendbird.com
Open sourcebotpress.com
Botpress is the enterprise-grade AI agent platform for customer support, with no technical ceiling and no per-seat cost.
Open sourcelandbot.io
Open sourcewit.ai
Open sourceGlean — Work AI for all
Glean is the Enterprise AI platform connected to your enterprise's data. Find, create, and automate anything. Explore what Glean can do for you!
Open sourceFunctionize
Open sourcenocobase/nocobase — scalability-first no-code/low-code platform
Open sourceFormshare — Free AI Form Builder
Open sourceBullet.so
Create fast, SEO-friendly websites from your Notion pages with Bullet AI, the best Notion website builder. No coding needed. Just pick a template, customize with AI styling, and launch fast, beautiful sites that rank.
Open sourcewhisper on kandi
Open sourceMaster Data Science with ChatGPT (Medium)
Open sourceGlobe Explorer
/ sites / / examples
Open sourcetyrell/llm-ollama-llamaindex-bootstrap-ui — RAG full-stack UI
Open sourceflatfile.com
Open sourceOneSchema
Open sourceblocknotejs.org
A beautiful text editor that just works. Easily add an editor to your app that users will love. Customize it with your own functionality like custom blocks or AI tooling.
Open sourceget-gated — Intelligent Email Interception and Routing (potential Email AI Engine)
Open sourceKeploy — OS API test case & data mock generation with AI
Open sourceConductor OSS Foundation
Build production-grade AI agents and workflows. Open sourced by Netflix Engineering, built for high performance and scale. Cloud agnostic, language agnostic and deployment agnostic.
Open sourceToolify — Best AI Tools Directory & List
Open sourceTestingCatalog — New and Unreleased AI features
Open sourceSection School
Open sourcenocode.ai | build ai solutions without code
/ / Knowledge
Open sourcedeepseek-ai – Replicate
Open sourceFireworks — Fastest Inference for Generative AI
Open sourceDeepSeek R1: All you need to know
A deep dive of DeepSeek R1 and its key features, model specs, training setup, licensing, and how to start using it.
Open source