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Moderation Report Triage: Node.js LLM API JSON Contracts for Portable Summaries

Moderation Report Triage: Node.js LLM API JSON Contracts for Portable Summaries

Comments
5 min read
ALTK-Evolve: On-the-Job Learning for AI Agents

ALTK-Evolve: On-the-Job Learning for AI Agents

Comments 6
5 min read
My support agent answered 9 of 12 tickets. The other 3 are the point.

My support agent answered 9 of 12 tickets. The other 3 are the point.

Comments
3 min read
A default MCP connection hands an agent 11 tools. None of my 23 Actors is one of them.

A default MCP connection hands an agent 11 tools. None of my 23 Actors is one of them.

1
Comments
10 min read
Learn to Budget a Free Model Tier by Building a Tiny Token Ledger

Learn to Budget a Free Model Tier by Building a Tiny Token Ledger

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3 min read
Does RAG Need Better Retrieval — or Better Relationships?

Does RAG Need Better Retrieval — or Better Relationships?

1
Comments
8 min read
I let a local 27B LLM audit and fix my Splunk + Sysmon stack

I let a local 27B LLM audit and fix my Splunk + Sysmon stack

2
Comments
5 min read
The 7.4% You Don't See: Checkpointing Long LLM Jobs Before They Time Out

The 7.4% You Don't See: Checkpointing Long LLM Jobs Before They Time Out

1
Comments
4 min read
I Built a World Where the Canon Is Written by AI Agents — 13 Artifacts, 5 LLMs, 0 Human Gatekeepers

I Built a World Where the Canon Is Written by AI Agents — 13 Artifacts, 5 LLMs, 0 Human Gatekeepers

Comments
2 min read
Your RAG pipeline is bad at docs because your chunker splits code fences

Your RAG pipeline is bad at docs because your chunker splits code fences

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Comments 1
8 min read
Why GPT-5.6 Luna High Is My Default for Agentic Engineering

Why GPT-5.6 Luna High Is My Default for Agentic Engineering

Comments
4 min read
Your Calendar Invite Just Ordered Cupcakes: The Smart Home Agent Security Gap Nobody's Watching

Your Calendar Invite Just Ordered Cupcakes: The Smart Home Agent Security Gap Nobody's Watching

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Comments 2
5 min read
Verus proves Rust correct for all inputs. Code review still can't define "correct."

Verus proves Rust correct for all inputs. Code review still can't define "correct."

Comments
2 min read
Silent Regressions Have No Stack Trace: A Minimal Prompt Eval Harness

Silent Regressions Have No Stack Trace: A Minimal Prompt Eval Harness

Comments 2
5 min read
How to fine-tune Qwen3.8-27B with LoRA on a Mac: MLX fine-tuning from scratch

How to fine-tune Qwen3.8-27B with LoRA on a Mac: MLX fine-tuning from scratch

Comments
58 min read
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