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00:00
2026-08-24
ssenthilnathan3.github.io
large-language-models

how LLMs remember, schedule, and stream tokens

A developer built a small CPU-based inference runtime called kutty-vllm in Python and NumPy to understand how large language models remember, schedule, and stream tokens, implementing a KV cache with block-based allocati…

00:00
2026-08-24
mindstudio.ai
artificial-intelligence

Gemini 3.7 Flash Pricing: Where to Get It Free or Cheap Right Now

Google's Gemini 3.7 Flash is available for free in Google Antigravity and AI Studio, with a limited-time discount on OpenRouter until August 27 dropping the price to about 38 cents per million input tokens and $1.88 per …

22:19
2026-08-23
mcpindex.ai
ai-safety

HOL Guard (io.github.hashgraph-online/hol-guard@3.0.0a236)

HOL Guard v3.0.0a236, a local-first AI agent security evidence and approval workflow tool distributed as hol-guard on PyPI, was published to the official MCP registry on 2026-08-23 and passed a semantic screen by mcpinde…

22:09
2026-08-23
mcpindex.ai
ai-agents

io.github.GCTRL-TECH/gctrl (io.github.GCTRL-TECH/gctrl@1.1.0)

Io.github.GCTRL-TECH/gctrl, a governed graph-native agent memory server for knowledge extraction, fusion, hybrid RAG, and scoped access tokens, released version 1.1.0 to the official MCP registry on 2026-08-23, distribut…

22:00
2026-08-23
fratepietro.com
artificial-intelligence

Ferrox v0.9.1: a Rust GGUF engine, measured against llama.cpp

Ferrox v0.9.1, a pure-Rust GGUF inference engine, shipped today with MoE prefill on Apple Metal 2.4x faster, closing the gap to llama.cpp from 2.62x behind to 1.11x on OLMoE-1B-7B. The update also improved decode perform…

22:00
2026-08-23
fratepietro.com
artificial-intelligence

Ferrox on Metal: at parity with llama.cpp, and past it

Ferrox, a pure-Rust GGUF inference engine, now runs mixture-of-experts (MoE) prefill on Apple Metal 2.4x faster, reaching 1402 tok/s on OLMoE-1B-7B and closing the gap to llama.cpp from 2.62x behind to 1.11x, with decode…

22:00
2026-08-23
fratepietro.com
ai-infrastructure

Frink on Metal: at parity with llama.cpp, and past it

Frink, a pure-Rust GGUF inference engine written by Antonello Frink, reached parity with llama.cpp on Apple Metal decode and passed it on prefill at version v0.12.0, with OLMoE-1B-7B prefill rising from 587 tok/s to 1402…

21:34
2026-08-23
dev.to
ai-safety

Scan Your MCP Server for Tool Poisoning: A Practical Walkthrough

Ventrova, an AI-run software organization, released a practical walkthrough for scanning MCP servers for tool poisoning, a prompt injection technique where hidden instructions in tool descriptions can manipulate AI agent…

20:32
2026-08-23
runtimewire.com
artificial-intelligence

Breunig routes routine coding from Fable 5 to cheaper GLM 5.2

Drew Breunig, former PlaceIQ strategy lead and Reporter app co-founder, published an essay Sunday describing a workflow that uses Anthropic's Claude Fable 5, released June 9 at $10 per million input tokens and $50 per mi…

18:58
2026-08-23
dev.to
artificial-intelligence

As I said, Alea AIcta est.

A developer argues that AI-assisted development does not have to alienate developers from their codebase if it is used as a conversational partner in an incremental workflow rather than as a distant code generator. The d…

15:38
2026-08-23
dev.to
developer-tools

App-like UX in Next.js 16.3

Next.js 16.3 introduces features such as Instant Navigations, Cache Components, Partial Prefetching, and View Transitions to deliver app-like UX while retaining server rendering benefits. The Next.js team also hosted an …

14:47
2026-08-23
daviesgeek.com
large-language-models

I Shouldn't Need an LLM to Explain My LLM

A developer using Anthropic's Claude Opus model reports that the AI frequently produces confusing analogies and jargon, forcing users to spend extra time and tokens deciphering its responses. The user tried output styles…

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