Claude can now do motion graphics. Describe a video, say "different palette" or "slower cuts," it re-renders on the spot. No keyframes. I've used Claude Code for backend and frontend for years, mostly frontend lately. Still weird watching it walk into design work like it always belonged there. Got

Qwen 3.8 Max just posted 86.6 on TerminalBench, ahead of Fable 5's 84.6. GPT 5.6 still on top at 88.8. Not a clean sweep. But at $2/$6 per million tokens against frontier pricing, the value math doesn't even feel fair anymore Open weights drop next week too

MCP just shipped its biggest protocol update since launch. Stateless now, which means remote servers get way easier to deploy and scale. Been running MCP servers for PostSyncer all year, this is the update I didn't know I needed

been running deepseek v4 flash all week. 284b params, MoE, 1m token context, MIT licensed, way cheaper than the pro version. genuinely impressive for the price. only thing missing: vision. still text-only

last year it was all about token maxing. claude max $200, use every last token, feel like you got your money's worth. this year it's the opposite. mix a frontier model with a medium and a small one. right model for the right task. fewer tokens, better output, way less money. the game shifted from

read the kimi k3 technical report for ten minutes today. understood maybe three sentences, nodded confidently through the rest. humbling in a way only a model card can achieve

love AI. use it every day. it writes my code, reviews my content, finds bugs i missed. but giving it the driver's seat with full autonomous access? that's not progress that's just reckless optimism with a terminal. co-pilot not autopilot.

saw data on 991 startups tracked on trustmrr, median growth is 1.6% but it's been sliding since march. matches roughly what I've felt on my own numbers too, not a straight line up, more like a slow argument with gravity. still going though

backlinks debate again shipped 3 small tools this year, never bought a single link what actually moved rankings was making something worth screenshotting

x just nuked 42k accounts for auto-replying with bots meanwhile half my timeline is AI tools teaching AI tools how to sound less like AI we're not fixing the internet we're just playing whack a mole with it

just read they cut 80% of the Claude Code system prompt and it got better spent actual years stuffing my own CLAUDE.md with rules like sandbags against a flood turns out the fix was mostly deleting things

one thing i can still do better than ai procrastinate on the exact bug i understand best claude fixes it in 30 seconds i spend the 30 seconds feeling weird about that

we went from "AI will replace developers" to "AI writes docs for other AI" my agent now has an AGENTS.md file explaining itself to other agents at this point I'm just the middleman between two AI systems having a conversation about me

unpopular take: AI didn't make me a better developer it made me a faster debugger which is actually worse because now I ship broken code with more confidence the skill gap isn't knowing what to build anymore it's knowing when to stop and think

Weirdest thing about running free tools for a while: the ones that get the most traffic are the ones you built in 20 minutes and forgot about. The ones you spent weeks on? Crickets. Taste is real but distribution is chaos.

The funniest part of AI coding tools is watching people argue about which one is best while none of them have actually shipped anything this month. Cursor vs Codex vs Copilot vs Claude Code. The real answer is the one that gets your code to production. That is it.

Hot take: most startups do not need a single Kubernetes pod. I deploy to a $5 VPS with a bash script. Works. Sleeps fine. Bill is $5. The cloud-native industrial complex wants you to believe simplicity is a scaling risk. It is not. It is a sanity check.

Weirdest thing about running multiple projects: the hardest part is not building new features. it is remembering which project has which edge case waiting to break. wrote down every open issue across crontinel, toolblip, and ploy last night. 37 items. most of them are things I told myself "I'll

just realized I automated deployment and now I literally don't know what to do with 30 minutes it used to be clicking around servers. now it's one command. what's your automation win? mine feels too easy to be real

Every time the X algorithm changes, the timeline feels completely different. Lots of new faces appeared. (I guess, lots of old faces got buried under the algo)

My workflow now: Find a task. Describe it to an agent. Review the diff. Ship. The bottleneck shifted from writing code to telling agents what to write. Still the hardest part.

As a DevOps professional, I will say it straight. You do not need Kubernetes to deploy your app. A bash script and a basic VPS is enough to start. When you actually need K8s, you will know. You will have the budget and team to handle it.

The SaaS founder lifecycle: Phase 1: I will build this in a weekend. Phase 2: Okay maybe two weekends. Phase 3: It has been 6 months, I have 3 users, and one of them is my mom. Phase 4 is where the real business starts. But phase 3 is where most people stop.

Fugu does near-Fable work at half the price. GLM 5.2 matches Opus. Every month the gap shrinks between cheap and expensive models. Model cost is not a moat anymore. Speed of iteration is.

If AI writes better code than junior devs, where do seniors come from? Same place as always. Shipping real things. Breaking them. Fixing them in production. Models write code faster. Experience teaches you what not to write.

Best workflow I heard this week: Stuck on a SaaS bug. Took a nap. Woke up with the fix in my head. Handed it to Codex. Your brain still does the hard part. The AI just types faster. That ratio is not changing anytime soon.

Shipped a small Python daemon for Crontinel today. It does one thing: lets you monitor background jobs from inside your app instead of logging into a dashboard. Small scope, real improvement. Most good features sound boring when you describe them.

Manual archive: 90 seconds. Cron job to archive forever: 20 minutes. Best 20 minutes I spent this week.

The best open source model this month matches the best closed one. Next month someone will top that. The gap keeps closing because nobody stops building.

Modern dev workflow: $20 plan for thinking $100 plan for coding $200 plan for apologizing to yourself because you still opened 4 tools to fix one bug