In the AI PC & local LLM era, RAM is officially the new bottleneck.
Curious about the community baseline: How much RAM is running in your daily driver?
Spotify Xirp solves AI agent sprawl by orchestrating parallel coding sessions with Git worktree isolation and vendor-neutral model switching.
Just as Backstage solved microservice chaos, Xirp is building the orchestrator for the agentic era.
We just launched Xirp, a vendor-neutral agentic development environment. One place to manage agent sessions across @ClaudeDevs, @GeminiApp CLI, and @OpenAI Codex. 1,300+ @Spotify engineers already use it. Now it's available for you to try. Learn more at xirp.spotify.com.
Meta acquired Manus in Dec 2025 for $2B+ to add its autonomous agents to Meta AI and across its apps.
China forced the full unwind in April 2026 over investment & national security rules. Meta has cut data sharing, access and Manus is now returning as an independent company.
A Note to Our Users
Manus will soon resume operating as an independent company.
As part of this transition and to comply with regulatory requirements in specific jurisdictions, some users will need to back-up their data before 7:59 a.m. on August 23, 2026 (SGT) and then begin
That’s improbable.
Frontier labs have orders-of-magnitude more capital, infrastructure and compute. Indian LLMs are nowhere near that level but they can build strong niche, India specific models and compete nationally, but not serve the world or challenge ChatGPT/Anthropic.