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15:07
2026-09-28
github.com
large-language-models

Strata: Qwen3.8-Flash-Next (125B Moe) on a 8GB+ Nvidia GPU

Strata, an open-source tool from developer Niko1221, runs the 125-billion-parameter Qwen3.8-Flash-Next model on a single NVIDIA GPU with 12-24 GB of VRAM and 64 GB of RAM, generating answers at 60-95 tokens per second. M…

14:50
2026-09-28
dev.to
large-language-models

GraphRAG with Ollama in 10 Minutes: The Local-First Quickstart

A developer published a 10-minute quickstart for running GraphRAG entirely locally using Ollama and the open-source Chaos Cypher stack, requiring no cloud API keys. The walkthrough covers pulling the qwen3:30b-instruct m…

10:12
2026-09-28
dev.to
ai-agents

AI Agent Workflow Automation: Curated 123-Tool Stack

A developer curated and released the open-source Awesome AI & Developer Stack, a GitHub directory cataloguing 123 vetted repositories across agent frameworks, Model Context Protocol servers, skills, and local runtimes fo…

08:05
2026-09-28
github.com
ai-tools

Shobr: Job seach CLI via browser automation, event-sourcing, LLM

Developer Sebastian Carlos released Shobr, an open-source job-search automation CLI that drives a user's own authenticated daily-driver browser via the beachpatrol Playwright wrapper rather than a headless browser, keepi…

06:34
2026-09-28
dev.to
ai-agents

Free GitHub Agent Frameworks I Ship With

A developer detailed the free, permissively licensed GitHub agent frameworks they run in production, naming LangGraph for deterministic branching workflows, CrewAI for role-based research crews, AutoGen for conversationa…

05:25
2026-09-28
dev.to
ai-agents

Your cost dashboard can't tell you which agent ran up the bill

A developer's analysis of agent cost tracking found that OpenTelemetry's GenAI semantic conventions define no cost attribute in the published spec and mark token counters only as a "proxy for cost approximation," while t…

04:40
2026-09-28
sregym.com
ai-agents

Turning Failure Postmortems into SRE-Benchmark Problems

The SREGym benchmark suite accepted 31 pull requests out of 58 submitted, plus 47 RFCs, after UIUC++ Summer Research in Software Engineering students each built an SRE problem from a real-world production postmortem repo…

00:00
2026-09-28
pomeroy.app
ai-agents

How do I connect Claude to my Mac apps?

Five Mac apps connect Claude to Apple apps, ranked by setup effort: Macuse ($49 once, 100 free tool calls a day) and Pomeroy ($19 once, 50 free actions a week) configure everything from the app, iMCP (free, MIT) writes C…

00:00
2026-09-28
labyrinthanalyticsconsulting.com
ai-tools

Three vaults, no account

LoreDocs launched a free local-first knowledge vault tier that stores up to three independent vaults, full-text search, and document versioning in a user-owned SQLite file without requiring an account. The tool runs as a…

18:21
2026-09-27
byteiota.com
ai-agents

Google’s UCP Is Live — AI Agents Can Now Buy

Google's Universal Commerce Protocol (UCP) went live on September 26, 2026, in an India test that lets Gemini and AI Mode users buy Flipkart products inside the chat window, the protocol's first real-world transaction af…

18:12
2026-09-27
startupfortune.com
ai-agents

Why Is My Vector Database Bill So High? Ask Your Agent's Memory

Retrieval-augmented memory loops that re-embed stale context on every agent turn are driving vector database bills up roughly 10x in weeks, according to an analysis of the pattern behind Pinecone, Weaviate Cloud and Qdra…

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