Cursor Composer 2.5: 4 Honest Signals From a Non-Developer Week
Cursor’s new Composer model claims smarter long-running tasks. Four signals from a non-developer’s CSV cleanup week.
Field Report
Notion Workers: 4 Real Shifts for a Solo Consultant Stack
Notion turned the workspace into a hub for AI agents this month. Four shifts a solo consultant feels in a daily stack.
Perplexity Pro: 5 Proven Wins From a Solo Consultant Year
A year on Perplexity Pro across pitch research and competitive monitoring — five honest wins and the limits I work around.
Claude Projects: 5 Solid Wins From a Solo Consultant Stack
Six months in with Claude Projects across three retainer clients — the five wins and two limits that compounded.
Nous Hermes 4: 5 Honest Tests From My First Local Week
Running Nous Hermes 4 locally for client work. Five tests, three pleasant surprises, and the privacy trap I almost stepped into.
Google Antigravity: 4 Honest Signals Beside My Claude Code Setup
Google Antigravity sits in my agent IDE rotation now. Four honest signals from the first two weeks beside Claude Code for a solo consultant.
Ollama for Solo Consultants: 5 Honest Wins From a Local Setup
Ollama runs my local LLM stack on M-series Mac. Five wins from a solo consultant’s first month — and the workflow it quietly broke.
Obsidian AI Workflows: 5 Honest Patterns From a Solo Stack
Obsidian’s AI plugins reshaped my knowledge base this month. Five patterns from a solo consultant’s vault, with one I dropped after a week.
AI-Assisted Research: 5 Honest Lessons From Parameter Golf
Parameter Golf gave AI agents a 16MB sandbox. Five lessons it leaks about real AI-assisted research workflows for solo consultants.
NVIDIA Codex Rollout: 5 Honest Signals for a Solo Consultant’s Stack
NVIDIA gave 10,000 employees Codex access this month. Here is what the rollout reveals about a solo consultant’s coding stack.
Gemini for Freelancers: 5 Honest Uses I Keep Returning To
After eight months alongside Claude and ChatGPT, the five recurring slots where Gemini still earns weekly time in a solo freelance stack.
DeepSeek V4 Context: 5 Honest Uses for a Million-Token AI
One million tokens. What DeepSeek V4 context actually unlocks for solo consultants — and where it stays off the table.