#Open Source

Ornith-1.0: Coding Models That Train Their Own Agent Scaffolds

By optimizing both the reasoning loop and the code output, these MIT-licensed models bring native agentic capabilities to local hardware.

Article · 3h ago0

GLM 5.2 Beats Claude in Security Benchmark

Zhipu AI's open-weight model outshines proprietary giants in detecting complex access control vulnerabilities without leaking code.

Article · 1d ago6

The Open-Weights Gap Depends on What You Measure

A viral chart predicts open models reach parity by December 2026. Across 18 benchmarks, the honest answer is messier.

Article · 3d ago5

Vercel's Eve: Next.js-Style Conventions Meet AI Agent Plumbing

By turning agent capabilities into filesystem directories, Vercel targets the messy state management and sandboxing of production AI.

Article · 3d ago0

The Limits of Vibe Coding: Open Source Is Not Free Real Estate

The Papermark controversy shows why AI-assisted speed runs cannot bypass the legal realities of software licensing.

Article · 3d ago4

Akrites Bets Open Source Security on Secrecy and Speed

A Linux Foundation coalition wants to patch the commons before AI-assisted attackers can, but the model trades transparency for a head start.

News · 3d ago1

Why Developers are Trading Obsidian for Agent-Native Markdown Wikis

Traditional knowledge bases isolate your notes. A new wave of open-source, CLI-first tools connects your wiki directly to your LLM agents.

Article · 3d ago1

The Geopolitical Necessity of Open-Weight AI

Why open models are a structural requirement, not a niche preference, for the global developer ecosystem.

Article · 5d ago0

Vulnerability Reports Lost Their Privilege. Now What?

Cheap LLM bug-hunting has collapsed the signal-to-noise of disclosures, and the old etiquette of coordinated reporting no longer pays for itself.

Article · 5d ago3

Fired Over the Workspace CLI Google Then Shipped

A DevRel engineer's viral, agent-ready Google Workspace tool hit three live wires at once. Only one was strategy.

Article · 5d ago3

Ditching Compile-and-Pray: The Rise of Two-Way TikZ Editors

A new open-source editor brings true two-way visual editing to LaTeX's most powerful and frustrating diagramming tool.

Article · 6d ago2

OpenAI's GPT-5.5-Cyber is a bet on patching, not finding

The benchmark bump is noise; the gated access, maintainer program and vendor channel are the real moves.

News · 6d ago2

How a Repo Name Stalled Linux Drawing-Tablet Drivers

Vendors will hand over specs anyone can extract anyway — they just won't put their name inside a competitor-branded repository.

Article · 1w ago2

Running 70B Models on 4GB VRAM: The AirLLM Layer-Swap Hack

AirLLM trades disk I/O for VRAM, letting developers run massive models locally without renting enterprise GPU clusters.

Article · 1w ago1

Apertus: True Open-Source AI for Sovereign Deployments

Switzerland's fully transparent LLM offers developers an auditable, compliant alternative to black-box proprietary models.

Article · 1w ago0