AI Enhanced Engineer
Leopoldo G VargasProduction grade AI & ML applications
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 16 | Founded | a year ago | Last Issue | 9 days ago |
| Active | |||||
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aienhancedengineer.substack.comLatest Issues
Agentic SWE: Field Pulse #1
Home | Github | LinkedIn | X
At AIEE.io, written notes and mental models were not enough to keep pace with agentic software engineering. So we built a verifiable ingestion and processing pipeline with one goal: stay current, precisely. It...
A modern execution stack for your SWE Agents: MCPs and native tools
Github | Home | X
Articles 2 and 3 built the static half of this system. Information Architecture designed the routing: which agent handles which task, which knowledge loads. Quality Gates encoded the verification: deterministic chains tha...
The Verification Chain Your SWE Agents Need
Github
Until very recently, building software required knowing how to write it. That changed fast. Today anyone who can articulate a product need in plain English can ship a working application, and millions are doing exactly that. The too...
Information Architecture for Agentic SWE
Github
Since mid-2025, context engineering has been seen as the dominant frame for thinking about Foundation Model powered system performance. Andrej Karpathy gave it a name.¹ Tobi Lutke gave it authority.² The discourse moved fast, and th...
Cognitive Domain Engineering
An engineer hovers over the merge button. Test suite passes. Architectural patterns match service conventions. Security scan clear. She clicks. Production deployment begins. A lawyer prepares a brief at 2 AM. Before submitting it, she verif...
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Authors
The writers behind this newsletter.
Pushing the frontiers of Agentic SWE • Production-grade ML since 2017 -> aiee.io
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