Large Language Models

Note: The Hermes repo contains no explicit statement saying "we don't use LangChain because…". This...

An LLM review costs money and a few seconds of latency. Reviewing the same diff twice should cost...

The integration of Large Language Models (LLMs) like OpenAI’s GPT-5, Anthropic’s Claude, and Google’s...

samkhya v1.0 ships an LLM-pluggable corrector backend for embedded analytical engines— DataFusion, DuckDB, Polars, Postgres, Iceberg, gpudb. Plug Clau

After months of daily use, here's what surprised me most. A few months ago, I found myself paying...

Today I read two things. One was Microsoft's SkillOpt paper — it treats a skill document as trainable...

We've all seen the screenshot: someone leaves an agent running overnight, a retry loop goes sideways,...

One of the hottest topics in LLM inference acceleration right now is Speculative Decoding. DSpark...

How I designed a binary, Merkle-verified triplet language to eliminate context window bloat and code generation hallucinations.

A controlled experiment exploring how Claude and Qwen resolve conflicting instructions across system...

How I built a Retrieval-Augmented Generation system for code review and resume generation — and why...

GPT-5.6 is a strong model launch, but its restricted preview makes model access an engineering dependency developers need to plan around.

What GPT Told Me About My Paper — And What I Actually Learned On June 28, I wrote my first...

ChatGPT is one of the most widely used AI tools on the planet - with over 900 million weekly active...

More than one in four websites now publish an llms.txt file, yet 97% of those files were never read...

I gave GLM-4.5-Air (106B, open weights) 12 coding tasks through opencode on my RTX 3090. It scored 0%...

For the last two years, one skill dominated every AI conversation: Prompt engineering. People spent...

Most CLAUDE.md files are 500-line monoliths. When you switch LLMs, you rewrite everything. After the...

What happens when no frontier model drops for a day? Nex N2 Pro, Gemini 3.1 Flash Image, and the strategic consolidation of June 28, 2026.

If you've been building AI applications recently, you've probably come across Retrieval-Augmented...

ChatGPT personal finance unlocked for all Plus subscribers, GPT-5.6 restricted by the White House, Japan spending 70M USD on AI anime subtitles.

Like many developers, I was frustrated by searching for AI engineering jobs across dozens of company...

Meta FAIR just published a result that's hard to ignore: a 4B parameter model, after being trained on...

I've been quietly running a small network of niche content sites for a few weeks. Two are live on...

If you've ever wanted to run a large language model on your own machine — no API key, no cloud bill,...

In the previous article, we built an MCP server that any LLM client can connect to locally. In this...

In the previous article, we gave the LLM the ability to call tools autonomously. Now we'll build a...

In the previous article, we examined the design decisions behind our RAG pipeline. Now we'll give the...

Five open-source AI releases worth bookmarking from the week of May 26–30 2026, annotated for builders running lean AI stacks.

In the previous article, we built a working RAG pipeline. Now let's step back and ask why we made...

What This Guide Covers When you start building LLM-powered applications, one pattern...

DSpark LLM Inference, AI-Driven SDLC, & AWS Credential Automation Updates ...

DeepInfra offers open-source LLM inference at prices 5-50x lower than OpenAI and Anthropic. But is it...

Running your own LLMs on Kubernetes isn't just a cost play — it's about latency, data sovereignty,...

From Conversation Recorder to Context Engine: Building Local-First Memory for AI...

OpenAI announced GPT-5.6 but a terrible thing has happened

Real-world comparison of Open Notebook, Notex, KnowNote, NotebookLM-Local, and InsightsLM. Setup time, hardware requirements, and honest limitations.

In the era of Edge AI and Industrial IoT, the reflex answer to almost every anomaly detection problem...

TL;DR Most users try to reduce their AI bill by switching models. GPT or Claude? Pro...

I’ve been diving deep into the world of AI lately, and let me tell you, it’s been a rollercoaster...

Today's Highlights · USC and collaborators open-source Ψ₀, a VLA foundation model for whole-body...

GPU-accelerated LLM token safety. pip install resklogits

The Developer's Guide to Trimming AI API Costs Without Crying Last March, I opened our team's LLM...

A while back I wrote about my terminal-inspired portfolio and the products it indexes. Two of those...

A language model wrote this post. I directed it, but I didn't rewrite a single sentence by hand. Then...

The biggest programming subreddit just temporarily banned all LLM-related posts. 6.9 million...

You ask an AI: "Who was the first person to walk on Mars?" It says: "Neil Armstrong, in 2024." You...

If you're building anything with an LLM, this is the security bug you'll hit: prompt injection....