2022 in Review
I’d like to review my year, share some things that happened, both professionally and personally, and share some things I’m looking forward to in 2023. 2022 started off with a…
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The ChatGPT 5.6 architectural leak that changes everything we know about scaling
A leaked checkpoint configuration reveals how OpenAI is shifting from massive centralized clusters to client-side model sharding and distributed token routing. Press enter or click to view image in full…
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Building Enterprise LLM Agents in 2026: Architecture, Best Practices, and Real-World Use Cases
Large Language Models have changed how developers build AI applications. Instead of creating rule-based chatbots with limited capabilities, teams are now developing intelligent LLM agents that can reason, retrieve business…
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Someone Fine-Tuned OpenBMB’s MiniCPM5-1B on Claude Fable 5 Traces to Ship a 657MB Local Thinking Model
A community developer, GnLOLot, has published a 1B model that runs fully on local hardware. The model is MiniCPM5-1B-Claude-Opus-Fable5-Thinking, with GGUF builds for llama.cpp-compatible runtimes. It needs no API key…
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Hands-On Projects to Get You Coding
Have you been wanting to learn how to code but found it a bit too overwhelming or confusing? We just published a brand new course on the freeCodeCamp.org YouTube channel…
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Ten Data-Backed Truths Of User Experience ROI — Smashing Magazine
Every extra second of friction has a measurable business cost. Carrie Webster shares ten data-backed UX facts that link user experience directly to revenue, retention, and long-term growth. In the…
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Loop Engineering for RAG Question Parsing: The Small Loop That Runs Before Retrieval
A user asks the pipeline: “what is the premium?” on a fifty-page insurance policy. The parser looks at the doc profile it just got from the parsing brick: doc_type: insurance_policy…
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Coding agents are giving everyone decision fatigue
There’s no doubt that coding agents have changed how software gets built. In the past three years or so, code generators have gone from fancy autocomplete to tools that can…
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AWS Introduces CloudFormation Express Mode for Faster Infrastructure Deployments
AWS has recently introduced CloudFormation express mode, a deployment option that can reduce infrastructure deployment times by marking stack operations complete once resource configuration is applied, rather than waiting for…
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Why evals are essential for AI product managers
So, you shipped an AI feature that your team spent weeks testing. Internal outputs looked fine. Ready, set, launch. A few weeks later, users start saying the outputs feel “off.”…
