Salesforce Went Headless. It Will Not Save Them.
Going headless doesn't fix a broken body. Salesforce's biggest shift in 27 years, yet veterans build off-platform and Agentforce sits at 5.3% adoption.
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43% of AI-Generated Code Breaks in Production
Lightrun surveyed 200 SRE and DevOps leaders: 43% of AI code needs manual debugging, 0% are very confident, and Amazon lost 6.3M orders to it.
Vercel Breached: ShinyHunters Is Selling the Keys
ShinyHunters breached Vercel and is selling its databases and GitHub/NPM tokens for $2M. With 6M weekly Next.js downloads, the blast radius is huge.
Claude Opus 4.7 Tops the Arena. Developers Disagree.
Opus 4.7 took #1 on Arena, SWE-bench jumped 7, vision tripled. But MRCR fell 46 points and the tokenizer quietly inflated costs. What benchmarks miss.
Darkbloom: Private AI Inference on Idle Macs
Eigen Labs turns idle Macs into AI compute nodes where the owner cannot see your prompts. How the private-inference network works, and what breaks.
OpenAI Just Built a Hacker. Then Gave It to the Good Guys.
GPT-5.4-Cyber finds bugs and chains exploits. OpenAI gives it to thousands of vetted defenders; Anthropic locked its version to 40 orgs. Two bets.
IPv8 Explained: The IETF Draft to Replace IPv4/IPv6
A new IETF draft proposes IPv8: 64-bit addresses, IPv4 as a subset, 8 services in one Zone Server. What is genuinely novel, and what is fantasy.
Spark 2.0 Streams 100M Gaussian Splats to Your Browser
World Labs open-sourced Spark 2.0: a streaming Gaussian Splatting engine rendering 100M+ splat worlds in any browser via Three.js and WebGL2.
Living Human Neurons Are Now Choosing the Words an AI Speaks
Cortical Labs grew 200K neurons on a chip, taught them to play Doom, then wired them into an LLM. The neurons now override token selection in real time.
AI Is a Multiplier, Not a Magic Bullet: DORA 2025
DORA surveyed 5,000 devs. AI makes good teams great and broken teams worse. Here is the 7-capability playbook that separates the two.