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Building a production-ready RSS pipeline with Python, Docker, PostgreSQL, and Kestra
18 min read -
A practical next step into partitions, shuffles, joins, caching, and execution plans.
16 min read
Latest
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Vector databases are a temporary bridge. Discover why the next AI infrastructure revolution relies on…
8 min read -
What our over-dependence on external consulting teaches us about delegating our minds to machines
25 min read -
Behind the Scenes of Distributed Training and Why Your GPU Wiring Matters as Much as Your Strategy
Artificial IntelligenceA measured look at distributed training, from DDP and FSDP to the ZeRO stages in…
29 min read -
Find the optimal way to interact with your coding agents
9 min read -
Loop Engineering for Hierarchical Retrieval: Reading a Long Document by Its Table of Contents
Large Language ModelEnterprise Document Intelligence [Vol.1 #7quater] – A 492-page document has a 358-entry table of contents.…
10 min read -
They aren’t designed, you can’t help perceiving one anyway, and that makes them an engineering…
17 min read -
Hint: it is not GPU speed!
7 min read -
Map AI value, design workflows, redefine talent, upgrade the executive team, and measure the business impact.
7 min read -
Why small samples can produce large correlations by chance, and why large does not always…
13 min read
Editor’s Picks
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How to decide when an AI agent should act on its own by using cost…
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Understanding how PANet shortens the path between low-level and high-level features
16 min read -
Balancing context capability against cost, speed, and data
32 min read -
Tokenmaxxing is out. Real patterns for reducing costs without sacrificing AI effectiveness
14 min read -
The next leakage problem is not only temporal. It is spatial, structural, and coverage-related. AI-generated…
21 min read -
Persistent Latent Memory for Multi-Hop LLM Agents: How a 6G Handover Paper Closes the Agent Cold-Start
Agentic AIEvery hand-off in your multi-agent pipeline is an expensive tokenization round-trip. Discover how Inductive Latent…
39 min read -
A hands-on walkthrough of a hybrid local-cloud workflow using Gemma 4 and GPT-5.4, with reasoning…
18 min read -
The tools I use for analytics and reporting have changed more than I expected, yet…
9 min read
The Variable Newsletter
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Authors can now benefit from updated earning tiers and a higher article cap
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Sorting through the good, bad, and ambiguous aspects of vibe coding
4 min read
Deep Dives
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Treating model degradation as a time-to-failure problem
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Validating the RAG Answer Before the User Sees It: Spans, Quotes, and the Feedback Loop
Large Language ModelEnterprise Document Intelligence [Vol.1 #8C] – Structured output is the start of validation, not the…
26 min read -
Best-worst comparisons, MaxDiff-style judging, and Plackett-Luce utility scores give agent teams a cleaner way to…
13 min read -
Stop Returning Text from RAG: The Typed Answer Contract That Prevents Hallucination
Large Language ModelEnterprise Document Intelligence [Vol.1 #8A] – The schema is the contract: every field is a…
31 min read -
Most “LLM wikis” use agents, embeddings, and repeated model calls to organize local notes. I…
17 min read -
t0-alpha is a decoder-style patch transformer for probabilistic time-series forecasting. Raw series are split into…
21 min read