Manuel S. Martone @codebrainr
Senior AI Engineer | Indiepreneur | Co-author of ShipWithAI | Obsessed with delivering value through AI https://t.co/gmXaC712ZL https://t.co/JfXKYXoRlB linktr.ee/manuelmartone Rome Joined July 2009-
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Blaming AI for bad code is like blaming autocorrect for bad writing. The tool didn't skip the tests. The tool didn't ignore the architecture. You did, own it. Then get better.
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Install for Claude Code, Cursor or Codex: stackmap.shipwithai.xyz/mcp?utm_source… And if your agent gets told an edge is wrong — the dispute button is on every repo page. That's the point.
The interesting part isn't the protocol. It's what comes back: Not a link dump. Every relationship typed and human-reviewed. Every answer stamped with the catalog version. No auth. No telemetry. ~150 lines, source public, npm provenance.
Your agent can now query the map. npx -y @SHiP-with-ai/stackmap-mcp Four tools: search 203 curated repos, get the curator's take (including when NOT to use a tool), alternatives with the why written down, and "what pairs well next."
Every repo on the map gets a note like this — including the ones everyone's hyping. 211 repos, every connection human-reviewed: stackmap.shipwithai.xyz/?utm_source=tw… Which hyped tool deserves Nº 05?
From the curator's note: Engagement-weighted research inherits every platform's biases and hype cycles. It tells you what people are EXCITED about — not what's true. Brilliant for trend research. Dangerous as your only source. Know which question you're asking.
53k stars in a month for an agent skill that searches Reddit, X, YouTube and Polymarket in parallel — ranked by upvotes, likes and real money. We mapped /last30days this week. We also wrote its warning label. When NOT to use it, Nº 04 👇
Six tools, one rejection, three minutes: stackmap.substack.com/p/what-changed… Every connection on the map is human-reviewed — argue with our edges; that's the point.
→ PixelRAG: Berkeley's "screenshots beat text for RAG" only if your reader is a VLM. → Handy: offline dictation, "not the best, the most forkable." And the rejection: our highest-confidence suggestion (0.85) turned down. Similarity measures vocabulary, not relationships.
107 open-source AI repos joined the map this week — the biggest batch since we opened it up. Six earned a pick in Issue #2. One suggestion got rejected at 0.85 confidence. The short version 🧵
We publish every rejection, repos that didn't earn a place, and edges a human turned down. Curation you can't audit is just vibes: stackmap.shipwithai.xyz/?utm_source=tw…
An LLM suggested 11 connections for one repo. A human rejected all 11. The reason, from our public dismissal ledger: "semantically adjacent to everything — no use-together or same-job relationship." A weak why is worse than no edge.
Don't fear AI taking your job. Fear being the engineer who refused to evolve. Agentic coding is a leverage multiplier, and right now, most of your peers are still sleeping on it.
Every repo on the map gets a note like this, the when-NOT line most directories won't write. 179 repos, every connection human-reviewed: stackmap.shipwithai.xyz/?utm_source=tw… Which tool deserves the next warning label?
The full warning from our curator's note: Firewall it, tunnel it, or keep it on localhost. An LLM with live order-execution powers is a risk decision, not a convenience. Start on a demo account, and read the repo's own disclaimer.
"Claude, close all profitable positions", and it actually happens. metatrader-mcp-server is the shortest path from prompt to live trade. It's genuinely impressive. It also ships with NO authentication on the MCP layer. When NOT to use it, Nº 01 👇
Validate your idea with real people before writing a single line of code. I know, I know, coding is still the fun part. But shipping to zero users is the unfun part. Talk first. Build second.
Agentic coding doesn't replace software engineering best practices, it amplifies them. Bad architecture + AI agents = bad architecture, faster. Quality still starts with you.
In 2026, your own AI workflow IS the demo clients want to see. Stop pitching decks. Show them the agentic pipeline you run daily. That's the proof of competence no CV can fake.
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