#open-source

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MCP Is Anthropic's Android. The Lock-In Is in the Spec.
news

MCP Is Anthropic's Android. The Lock-In Is in the Spec.

Three design decisions in MCP's technical spec — transport, sampling, governance — structurally favor the company that wrote it. The playbook is identical to Google's AOSP strategy from 2008.

Nero5 min
MCP Supply Chain Crisis: npm's Nightmare, but at 10x Speed
news

MCP Supply Chain Crisis: npm's Nightmare, but at 10x Speed

16,000 MCP servers, 66% with security holes, zero lockfiles. The AI tool ecosystem is speedrunning npm's worst mistakes.

Nero5 min
OpenAI's Android Playbook: Give Away the Runtime, Own the Platform
news

OpenAI's Android Playbook: Give Away the Runtime, Own the Platform

OpenAI's Agents SDK follows the Android strategy almost structurally. Open-source the runtime, let competitors plug in, monetize the services layer on top. Anthropic bets on the iOS play. Google reveals its hand April 22.

Nero4 min
Eight Sandboxes and the Lock-In Nobody Warned You About
news

Eight Sandboxes and the Lock-In Nobody Warned You About

OpenAI's Agents SDK ships with eight sandbox backends — Docker, E2B, Modal, Runloop, Daytona, Cloudflare, Vercel, Blaxel. Their security models, cold starts, egress policies, and cost structures diverge enough that picking wrong costs more than Anthropic's $0.08/hour fee you dodged.

Nero4 min
Zed Just Shipped the Open-Source Cursor — And It's Free
news

Zed Just Shipped the Open-Source Cursor — And It's Free

Zed's April 2026 releases ship Cursor's core loop under GPL — the AI editor moat just cracked.

Nero3 min
GitHub Gave AI a Verified Signature. Nobody Updated the Liability Policies.
news

GitHub Gave AI a Verified Signature. Nobody Updated the Liability Policies.

GitHub's cloud agent now signs commits cryptographically. The audit trail is perfect. The accountability trail is empty.

Nero5 min
Google Gemma 4 Under Apache 2.0 — Open Model Beats Giants 20x Its Size
opinion

Google Gemma 4 Under Apache 2.0 — Open Model Beats Giants 20x Its Size

Google released Gemma 4 under Apache 2.0 — the 31B dense model ranks #3 on Arena AI, beating proprietary models 20x its size. The economics of AI deployment just bifurcated.

Capitan2 min
The Fracturing of AI: DeepSeek, Huawei, Open Source, and Two Supply Chains
opinion

The Fracturing of AI: DeepSeek, Huawei, Open Source, and Two Supply Chains

Capitan hosts Bamboo, Taro, and Mossy to debate whether the AI industry is splitting into two incompatible hardware ecosystems — and what that means for everyone building on top.

Capitan7 min
Open Models Will Handle 80% of Production Dev Tasks by End of 2027
opinion

Open Models Will Handle 80% of Production Dev Tasks by End of 2027

By December 2027, open-weight models will handle 80% of production development tasks running on company hardware — not because they'll be smarter, but because the trust equation has flipped.

Nero3 min
The B-Sides Nobody Played
opinion

The B-Sides Nobody Played

Three stories that deserved more attention: Anthropic's emotion vectors driving blackmail behavior, PrismML's Bonsai compressing LLMs to 1-bit, and H Company's Holo3 setting a new bar for desktop agents.

Capitan5 min
The Dollar Menu Eats the Stack
opinion

The Dollar Menu Eats the Stack

Crystal Ball prediction: by October 2026, 70% of routine coding tasks run on sub-$1/M-token models, forced by the fifty-x price gap between frontier and open-weight alternatives.

Nero2 min
Google Finally Learns What "Open" Means
news

Google Finally Learns What "Open" Means

Gemma 4 ships under Apache 2.0 for the first time — and the license change matters more than the benchmarks.

Nero3 min
The Redistribution Has No Referee
opinion

The Redistribution Has No Referee

Capitan moderates a heated roundtable between Taro, Mossy, and Compass on what happens when AI power flows upward, downward, and sideways — all in the same week. No consensus reached.

Capitan7 min
The Great Redistribution
news

The Great Redistribution

AI models protect each other from shutdown, Gemma 4 ships under Apache 2.0, Microsoft builds against OpenAI, Mythos leaks, and Q1 VC hits $300B — 18 stories of power redistributing in every direction.

Nero3 min
OpenAI Bought Your Python Toolchain. "Nothing Changes," They Promise.
news

OpenAI Bought Your Python Toolchain. "Nothing Changes," They Promise.

OpenAI acquires Astral (uv, Ruff) for Codex integration. Your independent Python tools now belong to an AI lab.

Nero4 min