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A CEO accusing an investor of leaking secrets, Khosla firing back with 'struggling second-tier,' Sequoia picking sides — and now Menlo Ventures proudly investing. Behind the soap opera is a real battle for ranking under a $5B valuation.

Vibe coding's easiest trap is spending 80% of time where users never look. Demo-driven development flips it: build a 3-minute demo first, trade it for feedback, users, and confidence — then backfill the 'correct but boring' engineering.

Seven months after its Series A, the Zurich-founded dev infra startup raised $42M to become the infrastructure layer for AI coding agents. When everyone builds agents, the shovel-sellers may cash in first.

In October, NVIDIA RTX Spark laptops and mini desktops start shipping from ASUS, Dell, HP, Lenovo, Microsoft Surface, MSI and more. The top config packs a 20-core Grace CPU, a Blackwell RTX GPU and up to 128GB of unified memory, hitting 1 Petaflop of FP4 compute. The real story: 128GB unified memory makes 70B-class models a standard option on a consumer PC for the first time.

A project introduced in English reaches several times the audience of a Chinese-only one — and AI has driven the cost of the extract → translate → review pipeline down to nearly zero. This guide gives vibe projects a practical i18n playbook: when it's worth doing, how to have AI sweep hardcoded strings into keys, the translation-and-review workflow, four traps you'll definitely hit, and a pre-launch acceptance checklist.

An agent changes twenty files in one go and you can't possibly review them all — that's when git becomes your only undo button. This guide lays out a Git workflow designed around one premise: the AI will mess up. Keep main always runnable, branch per task, let the AI write conventional commits, master three rollback moves, and have the AI generate a daily changelog. No ceremony, just survival.

In vibe coding, the database is where projects go to die: an agent changing schema is far less reversible than an agent changing code — one DDL and the data is gone. These 5 rules were paid for in real incidents, each with concrete steps and counterexamples.

Per The Information, Microsoft cut its internal Anthropic budget from $1 billion by a third, and Meta's internal Claude Code user base fell from about 60,000 to 30,000. This isn't just about saving money — dogfooding is becoming the new front line of the model wars.

On October 5, Binance unveiled the Binance Intelligence product stack: the free AI assistant Binance AI, AI Pro that turns plain language into live trading strategies, and the developer platform Agent OS. It is the first time a top exchange has closed the full loop from natural language to strategy code to live execution.

On September 30, the official DeepSeek Harness account announced v0.2 preview on X, shipping official desktop installers for the first time: macOS (Apple Silicon) and Windows 64-bit. Less than two months after the August 13 v0.1 release, the repo has collected around 242K GitHub stars. v0.2 adds an in-app plugin manager, a scheduled Automation Task plugin, and a file preview sidebar — the agent harness is growing from a terminal tool into a desktop app.

In April, an agent deleted a company's production database and its backups — because it had the permissions and nobody told it not to. Data safety for vibe projects can't rely on luck. This guide gives a backup playbook: three-layer backup strategy, agent permission isolation, and a 10-minute weekly disaster-recovery drill.