v0 writes clean-looking code that can still have real problems
we audited a v0-generated app and found security holes, performance issues, and missing validation.
https://t.co/uYxt14eQMw
forbes: vibe coding will break your company.
the audit we give CTOs before rollout: 5 risk categories, 5 readiness questions, a sanctioned stack.
https://t.co/AhZd1TU0av
zhipu's glm-4.7 is a budget chinese llm with a coding plan under $10/month.
we ran real coding tasks through it. not claude, but interesting for specific use cases.
https://t.co/wB1MUOQhZV
we ranked every major ai app builder with real criteria.
what you can build, where it breaks, what it actually costs.
updated rankings for 2026:
https://t.co/qQEPuED66O
vibe coding means describing what you want and letting ai write the code.
it works. it also creates real problems if you don't know what to watch for.
the honest explainer:
https://t.co/3bQ7vJa5Um
ai writes the code. it also writes the bugs.
we tracked the most common security holes in vibe-coded apps: xss, broken auth, exposed keys.
your prompt never said "please be secure". that's the problem.
https://t.co/2jmRVUOjaR
google antigravity 2.0 launched and it's not an ide anymore
dynamic subagents, scheduled tasks, /grill-me slash command. the manager surface became its own product.
rate limits still bite on heavy use:
https://t.co/tR5yMMdS0A
the 92% stat about ai code quality is everywhere.
nobody can find where it comes from.
i traced it. the real data is messier than the meme.
https://t.co/mprTaE9m3Z
the best ai code editors aren't always the most hyped ones.
i tested 7 with the same prompts and compared output, agent mode, and price.
https://t.co/yUuTqlzHWI
cursor has agent mode. windsurf has cascade.
we ran the same coding tasks through both and compared output, speed, and how often each needed correction.
https://t.co/olJvDwfiIP
how much does it cost to hire someone to fix your ai-generated code?
we got real quotes from agencies. the range is wide. the factors are real.
https://t.co/KzDB5mj1Wv
google antigravity is now four products.
ide (vs code fork), 2.0 desktop, cli replacing gemini cli jun 18, python sdk. gemini 3.1 + claude 4.6 + gpt-oss across all of them.
full breakdown:
https://t.co/CdLbXk8GQw
bytedance built a free ai ide called trae. we used it for a week.
free claude + gpt-4o access, built-in browser, agent mode that actually runs.
who it's for and where it falls short:
https://t.co/VB9nl8WU8K
paperclip gives you a team of ai agents that coordinate like a company
you define the org, they divide the work
pricing, what it's good at, where it struggles:
https://t.co/6koOUyyB7B
built on lovable? lock down security before going live.
rls, exposed keys, auth flows. pre-launch checklist plus fixes for the most common gaps.
https://t.co/1OLJYEaWIs
google antigravity has a generous free tier until it doesn't.
we mapped the credit system, where people get locked out, and whether the paid tier is worth it.
https://t.co/cHapua1Qit
ai builders are great at ui. they're bad at auth.
jwts misconfigured, sessions not persisted, password resets broken.
the fix guide for vibe-coded auth:
https://t.co/X9BXXouKeX
bytedance open-sourced a superagent that orchestrates research, writes reports, and browses the web
it's called deerflow. it's free to self-host.
here's what it can actually do:
https://t.co/5ur8sk8y0g
crewai lets you build multi-agent teams that hand work off to each other
one agent researches, one writes, one edits. you describe the job.
pricing, workflow, and where it fits:
https://t.co/iysUghcNim
you built it with ai. now someone needs to audit it.
we verified 10+ agencies that do vibe code audits, what they charge, and what to look for.
https://t.co/fPsSb8ybm3