The Log
Notes, Writing & Links
A running record from the Intelcraft community — session notes from Notion, longform writing from anant.us, and a curated stream of the links we're reading.
Notes
Session notes from Notion
Observations and reflections captured during roundtable sessions.

#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

#47 - Killed as a Service / Open Source Review

#46 - Document Understanding & Generation

#45 - Customer Research & CRM Automation with n8n

#44 - MCP UI / Apps - Embedding Custom Apps/UI into ChatGPT / Claude

#43 - Securing AI in the Federal & Enterprise

studyhall 1.0 - n8n (Chat + Workflow), Hermes, OpenClaw w/ S3 + MCP

#42 - Creating Proposals, Presentations, Pitch Decks with Agents

studyhall 0.9 - Hermes, PicoClaw, OpenClaw w/ S3 + MCP

studyhall 0.8 - OpenClaw, PicoClaw, Hermes Coordinated with S3

#21 - Vibe Jam Session

#20 - Taxonomy / Ontology / Knowledge

#19 - Agent Design / Vibe Code Tempo

#18 - AI Playbook

#17 - Vibe Dev General + Special Instructions

#16 - NoCode, Vibe Code vs. Vibe Dev

#8 - 2024.12.18 - Knowledge Organization / Aggregation

#7 - 2024.12.18 - Buildship + Crawling Demo

#5 - 2024.12.11 - NoCode Tools / Feed Aggregation / ActivePieces Demo

#15 - 2025.02.19 - Multi-Agent AI
Writing
Longform from anant.us
Essays and briefings published on the Anant WordPress site.

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 […]

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

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 […]

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 […]

The No. 1 AI Risk Is Losing Human Judgment: 8 Principles for an Ethical AI Future
AI’s greatest danger is not only that machines may be wrong. It is that people and institutions may stop questioning how they know. Building an ethical AI future requires reliability, […]

AI Safety: 10 Reasons It Must Be the Operating Priority of the Agentic Era
From autonomous hacking and synthetic personas to AI-designed viruses and a majority-bot internet, safety is no longer a sidecar to innovation. It is the architecture that determines whether innovation can […]

8 Principles for Getting AI Nativity Right
AI nativity is not a commodity model or a race to automate work. It is a human-centered growth architecture for turning trusted knowledge, responsible design, and human judgment into greater […]

The Cure for AI Anxiety: 5 Ways to Design Your Personal Operating System
The hidden productivity trap of AI-enabled work, and how composite AI can turn possibility overload into disciplined decision support. AI was supposed to make knowledge work easier. In many ways, […]

Apple and OpenAI Trade Secret Fight: 5 Allegations and 5 Takeaways for General Counsel
Five allegations, OpenAI’s response, a disputed email trail, and five governance takeaways for general counsel. Updated through August 2026. Apple, OpenAI, and the Trade Secret Fight: Who’s David, Who’s Goliath? […]

When AI Becomes Evidence, Who Is Culpable?
AI Evidence, Platform Duties, and the New Liability Layer An Anant AI Governance Brief By Lili Kazemi, AnantFeaturing a law enforcement AI perspective from Chris Ryan Chris Ryan Lili Kazemi […]

MCP UI: The Open Standard for Interactive Agent Interfaces — And How to Ship It in Any Language
Free to learn. Free to run. Free to keep. TL;DR Key Findings What MCP Is (the 90-second foundation) The Model Context Protocol (MCP) is an open standard, originally created at […]

Reskilling for Impact: Preparing Teams to Work With AI
Artificial Intelligence is rapidly reshaping the technology industry. From software development and cybersecurity to cloud operations and data analytics, AI is becoming deeply integrated into how modern tech teams work. […]

Beyond the Hype: Architecting the Enterprise AI Video Stack (Post-Sora)
By Lili Kazemi | Founder, The Human Edge of AI The recent exit of high-profile platforms like Sora has highlighted the most significant risk in the AI video space: Platform […]

The Battle for the Digital Soul: Why 2026 Is the Year of Sovereign Memory
By Lili Kazemi | Founder, The Human Edge of AI Artificial intelligence is no longer defined by a small number of centralized models competing for dominance. The ecosystem has fragmented […]

From Agent to Action: Navigating the Agentic AI Liability Gap in Critical Infrastructure
By Lili Kazemi | Founder, The Human Edge of AI For the past three years, the corporate world has been obsessed with the chatbot. We focused on hallucinations, data privacy, […]

Scaling Intelligence: Using AI to Grow Without Losing Control
Part of the “AI Enhances, Not Replaces” Series Artificial Intelligence is no longer an experimental edge – it’s becoming the operational backbone of modern enterprises. In 2026, organizations are no […]

We Have 10 Days Until Sora Shuts Down — Here’s What You Need to Do
By Lili Kazemi | Founder, The Human Edge of AI OpenAI is shutting down the Sora web and app experience on April 26, 2026, with the API following on September […]

AI Won’t Replace You. It Will Reveal Your Value.
By Lili Kazemi | Founder, The Human Edge of AI This Is Not a Story About Losing Control. It Is About Taking It. “AI is going to replace our jobs.” […]

Human + Machine Workflows: Designing AI for Real Operations
(AI Enhances, Not Replaces Humans — Series) Artificial Intelligence is rapidly moving beyond experimental tools into the core of everyday business operations. From supply chains and marketing to IT infrastructure, […]

How to Talk to AI Vendors (Without Being an AI Tourist)
By Lili Kazemi | Founder, The Human Edge of AI A governance framework for law firms, general counsel, and sophisticated buyers Executive Summary AI adoption in legal services is no […]
Links
Curated from Linkwarden
What we're reading, testing, and bookmarking — tagged and organized in Linkwarden.
GOAP Agent Orchestrator | Claude Code Skill for Planning
Koog: JVM-native framework by JetBrains for building AI agents
Overview - Koog
getcargohq/cargo-manifest: The software factory for go-to-market. An open-source monorepo holding your company context (ICP, personas, plays, proof, cadence) so AI agents can build and run a self-driving GTM engine.
getcargohq/cargo-skills: GTM engineering skills for AI coding agents — build lead lists, find & verify emails, waterfall enrichment, lead scoring, CRM sync, and buying-signal monitoring (job changes, funding, tech intent) from Claude Code, Codex, or Cursor. Powered by the Cargo CLI: 138 integrations, 50 data providers.
neo4j-labs/neocarta: Library built for generating semantic layer graphs for query routing, query generation and data discovery
gridex/gridex: A native macOS / windows / Linux database IDE built with Swift and AppKit. Connect to PostgreSQL, MySQL, SQLite, and Redis from a single app with a fast, keyboard-driven interface.
Google Cloud Launches Gemini Enterprise for Financial Services
Untrivial-ai/agent-orchestrator: Agent IDE that enables you to manage fleets of coding agents. It comes with an agentic orchestrator that plans tasks, spawns agents, and autonomously handles CI fixes, merge conflicts, and code reviews.
AgentMail | Email Inbox API for AI Agents
Avalanche: an End-to-End Library for Continual Learning | Avalanche
cathrynlavery/diagram-design: 38 editorial diagram types for Claude Code, Codex, and Pi. Self-contained HTML + SVG. No shadows. No Mermaid slop.
TrustGraph - The deterministic context engineering platform
opensandbox-group/OpenSandbox: Secure, Fast, and Extensible Sandbox runtime for AI agents.
kata カタ - kata カタ
midday-ai/midday: Invoicing, Time tracking, File reconciliation, Storage, Financial Overview & your own Assistant made for Freelancers
OpenSandbox
kagisearch/kite-public: Open source repository for Kite, news app by Kagi.
fhamborg/news-please: news-please - an integrated web crawler and information extractor for news that just works
lastmile-ai/mcp-agent: Build effective agents using Model Context Protocol and simple workflow patterns
paperclipai/paperclip: The open-source app everyone uses to manage agents at work
langwatch/langwatch: The platform for LLM evaluations and AI agent testing
electric-sql/pglite: Embeddable Postgres with real-time, reactive bindings.
PGlite
usenaive/ai-seo-geo-platform
Building an AI-Native SDLC | Tenex
Enterprise LLM Architecture
Design patterns, Anti-patterns, and System Workflows for Production Deployments - The Architect's Playbook