YOU CAN NOW RUN FULL COMPETITOR MONITORING THAT WATCHES YOUR RIVALS ACROSS 8 DIFFERENT SOURCES AT ONCE
everyone tracks competitors manually, its a nightmare to analyze and you ALWAYS miss stuff.
so i built compete. you add any competitor and it watches all of it for you:
> reddit for candid user sentiment
> g2, capterra, trustradius and trustpilot for review based complaints
> their blog and changelog for every product move they ship
> page monitoring on any url, e.g. their pricing page
> market signals like funding, launches and hiring
then every week it hands you one graded brief instead of a dozen dashboards to check:
> every move they made, sorted into high priority, worth watching, or low signal
> every signal is dated, cited to its exact source, and tied to why it actually matters for your product
> the recurring pain points their users keep complaining about, extracted straight from the reviews and threads
> switch ready leads, people publicly asking for an alternative, surfaced while the thread is still live so you can actually reach them
so instead of digging through ten sources hoping to catch something, you open one brief a week and its all there
their moves, their users complaints you can steal for your own positioning, and the people already looking to jump ship
took over a month to build and integrate, with more than 20 of my existing customers testing it as pilot users
competitor tracking used to mean paying for an enterprise contract or checking tabs all day. not anymore
the average linkedin profile in 2026
what do they actually do? no one knows
the AI industry created a whole new species of people who have never built anything
but have 47 buzzwords in their linkedin bio and a "book a consultation" button
YOU CAN LITERALLY FIND PROFITABLE APP IDEAS IN MINUTES BY READING WHAT USERS HATE FROM NEGATIVE REVIEWS
everyone knows that building apps is the next wave
but too many people are trying to reinvent the wheel
the fastest way to build a successful app is to find an existing app in a proven niche, read what users are complaining about in the reviews, and build a better version that fixes those exact problems
the niche is already validated. the demand already exists. the users are already paying. they're just not happy with what they have
every app store review under 3 stars is a product roadmap with feature requests written by your future customers for free
> "the sync keeps losing my data"
> "i've been a paying customer for 3 years and they just removed my most used feature"
> "the UI is so cluttered i can't find anything"
> "features that use AI are inaccurate and use outdated models"
every single one of those is a feature you can build better
here's the playbook:
1\ pick a niche with apps doing real revenue (health, finance, productivity, anything with paying users)
2\ pull the 1-3 star reviews from the top apps in that niche
3\ sort the complaints by frequency. the ones that show up over and over are your priority features
4\ build the same core product but fix every recurring complaint
5\ market it directly to the users who left those reviews because they already told you they want something better
you don't need a new idea, you need a better execution of an existing one
the apps making millions right now all have users begging for something better in the reviews
nobody is reading them but YOU should be
I just launched a tool that does this entire workflow in MINUTES:
> scrapes app reviews across ANY niche
> uses AI to categorize every review into pain points, missing features, UX issues, technical problems, monetization friction, competitor advantages, and more
> ranks everything by severity and frequency
> gives you a full analysis showing you exactly what futures to add to make a superior competitor
> lets you export all of the reviews and suggestions as well to feed into claude code & codex
check it out in action:
SOMEONE JUST DROPPED A NEW AGENT HARNESS THAT CLAIMS TO BLOW PAST CLAUDE CODE AND CODEX
quick context: an agent harness is the layer between you and the AI and it handles prompts, tools, memory, and parallel sessions (e.g. codex cli & claude code)
it's called jcode AND it's free and open source on github
claims to be:
> 20x more memory efficient than claude code
> spawns 63x faster than codex CLI
> more customizable than every existing harness
> built in memory system, no extra setup
> built specifically for running parallel sessions and agent swarms
> handles background tasks, browser use, and codebase searching natively
the part everyone is losing their minds over is that you can log in with your existing claude code or codex oauth and just use it as the harness
so you keep your max plan, but you run it through a faster, more efficient interface that can spawn 20 agents at once if you want
the catch is that anthropic has banned people for using claude oauth with third party tools. so this lives in a grey zone right now
but if you're already running multiple claude code sessions in tmux or paying for codex separately, this is built to replace both with one harness
the open source community is moving way faster than the big AI companies. again.
ANTHROPIC JUST QUIETLY LOCKED OPUS BEHIND A PAYWALL-WITHIN-A-PAYWALL FOR PRO USERS
they announced it in a TINY note buried in a support article
if you're on claude pro at $20/month and using claude code, opus is no longer included
the support docs literally says it now:
"when using a pro plan with claude code, you will only be able to use opus models after enabling and purchasing extra usage"
so let me get this straight:
> you pay $20/month for pro
> you use claude code, which already requires the pro subscription
> you want to use opus, anthropic's flagship model
> you now have to pay extra on top of that to even access it
the default model in claude code is now sonnet 4.5. opus 4.7, opus 4.6, and opus 4.5 are all listed as supported but locked behind a separate purchase
every other tier of opus, every variant, every version, all paywalled inside the paywall
anthropic markets pro as the way to "access claude's full capabilities"
apparently full capabilities now means everything except the actual flagship model
this is the third quiet pricing change in a month. claude code got removed from pro. github copilot raised claude multipliers 9x. now opus is gated for pro users who already pay every month
anthropic is moving everything to metered billing whether users like it or not
the people who built their workflows around opus on pro just got the rug pulled
THIS GUY VIBE CODED GTA 6 ON GOOGLE EARTH IN ONE WEEKEND WITH CLAUDE CODE
he built a browser based GTA style game that runs on top of real google earth cities
drop into any real city on earth and drive through the actual streets
real cops chase you, shoot at you, and arrest you at real police stations
your in car radio auto tunes to real local stations based on where you are in the game (radio garden API)
planes spawn at every real airport, boats spawn at every real port (OSM data)
when you die you respawn at the nearest actual hospital. when you get arrested you respawn at the nearest actual police station
the stack:
- cesium for rendering google 3D tiles in browser
- three.js for vehicles and physics
- radio garden + OSM for the location data
- claude code wrote 80% of the code
this is the type of project that would have taken MONTHS to create
this guy did it in less than 48 hours with barely any effort
the possibilities with vibe coding in the game dev space are actually endless
SOMEONE BUILT A SINGLE CLAUDE.MD FILE THAT FIXES EVERY BAD HABIT CLAUDE CODE HAS AND IT HIT 78.5K STARS
it's based on andrej karpathy's public observations about how LLMs write code
the problem he pointed out is that claude makes silent assumptions, overcomplicates everything, writes 1000 lines when 100 would do, and sometimes deletes code it doesn't fully understand as a side effect
so forrestchang turned karpathy's critique into 4 behavioral principles and dropped them in one claude.md file:
1\ surface your assumptions
don't pick an interpretation silently. if there are multiple ways to read the task, say so. if uncertain, ask. push back when something doesn't make sense instead of just running with a bad plan
2\ minimum viable code
no speculative features, no abstractions for single use code, no "flexibility" you weren't asked for.
if you wrote 200 lines and 50 would work, REWRITE IT. ask yourself if a senior engineer would call this overcomplicated
3\ surgical changes only
don't touch code you don't fully understand, don't refactor unrelated stuff as a side effect, don't delete comments because they look unnecessary. only change what the task actually requires
4\ goal driven execution
give claude success criteria instead of step by step instructions.
karpathy's exact quote: "LLMs are exceptionally good at looping until they meet specific goals. don't tell it what to do, give it success criteria and watch it go"
one file has 78.5k STARS AND 7.4k FORKS on a single github repo.
install is one curl command that drops it straight into your ~/.claude folder
CLAUDE JUST LEAKED A LOVABLE-LIKE FEATURE WHERE YOU CAN BUILD FULL-STACK APPS FROM A PROMPT
the UI shows a prompt box where you type what you want to build (like any other no-code tool)
and it creates the entire app for you with Opus 4.6 running under the hood
once your app is built you get options to:
> screenshot and verify the preview
> scan for security risks
> explore design directions
> implement dark mode
> set up sign-in
full backend dashboard with security, database, storage, authentication, users, secrets, and logs
anthropic is coming after Lovable, Bolt, Replit, and every other AI app builder
THIS GUY AUTOMATED 80% OF HIS JOB WITH CLAUDE CODE AND A SIMPLE DOTNET APP
software engineer. 11 years of experience. here's the workflow:
1\ dotnet app calls GitLab API for issues assigned to him
2\ issue gets classified by Claude. if it's not ready for dev, a draft response gets posted to GitLab
3\ if it's ready, a subagent starts the work, pushes to a new branch, and creates a PR for him to review
he also automated the PR review workflow:
> check if issue has a PR
> check if new comments exist
> implement the comments from the PR
the whole thing runs on a 15 minute loop. his mouse moves every 1 minute so he doesn't go inactive on Teams.
been running for a week. code quality is the same as what he'd normally produce because he reviews everything.
went from 8 hours of coding to 2-3 hours of reviewing and testing.
the rest of the day he just chills
every software engineer should currently be doing this right now if they want to get paid while doing nothing
VIBECODE IS BUILDING MOBILE APPS FOR $100. THE OLD WAY COST $50,000.
they turned Claude into a full mobile app factory that runs entirely on your phone.
no coding. no laptop. just describe what you want and it builds it.
the numbers are insane:
> app dev cost dropped from $50K to $100
> timelines went from months to under 1 hour
> everything runs mobile-native
they’re using Claude Opus 4.6 under the hood:
> better coding
> longer agentic workflows
> 1M token context
and it’s not just demos.
people are building real apps:
> marketplaces
> wellness tools
> apps for autism support
> internal business software
all from their phone.
since switching to Claude, Vibecode 3x’d to $10M ARR
this is what happens when AI stops being a tool and becomes the entire dev team.
the future of software isn’t “learn to code”
it’s “describe what you want”
Introducing Claude Managed Agents: everything you need to build and deploy agents at scale.
It pairs an agent harness tuned for performance with production infrastructure, so you can go from prototype to launch in days.
Now in public beta on the Claude Platform.
SOMEONE ACTUALLY MEASURED HOW MUCH DUMBER CLAUDE GOT. THE ANSWER IS 67%.
the data shows Opus 4.6 is thinking 67% less than it used to.
anthropic said nothing until the numbers went public. then suddenly Boris Cherny (creator of Claude Code) shows up on the GitHub issue.
users are calling it "AI shrinkflation" (same price, less intelligence)
we already know from the leaked source code that they have an internal switch that keeps the models working to their full extent for anthropic employees.
in the last week Claude went from WOW to being a more restricted and expensive version of ChatGPT.
people are saying Anthropic is deliberately downgrading Opus to save compute for training Mythos, their next model.
sam altman watching ChatGPT hallucinate live on stage is the funniest thing i've seen all week
the CEO of OpenAI, on stage, in front of everyone, watching his own AI just make things up in real time
and his face says it all
this is the guy telling us AGI is coming soon btw
ANTHROPIC JUST DROPPED ULTRAPLAN FOR CLAUDE CODE
> you type /ultraplan in your terminal
> Claude drafts a full plan in the cloud
> you review it in your browser with inline comments
> then you can execute it remotely or send it back to your CLI
it shipped alongside Claude Code Web
pushing everything toward cloud-first workflows while keeping the terminal as the power-user entry point
THIS GUY CONNECTED CLAUDE VOICE MODE TO CLAUDE CODE AND NOW HE CODES BY TALKING INTO HIS AIRPODS
while doing whatever he wants
he uses Apple Reminders as a bridge between the two
he talks into his AirPods, voice mode puts the prompt into a reminders list, Claude Code checks every 60 seconds and picks up the task
AND it starts working on it back at his desk.
walk outside. brainstorm with voice. code writes itself on your computer at home.
he said he does his best thinking while walking and this lets him act on it instantly without pulling out his phone or sitting down.
not a developer btw and he vibe coded the whole bridge system too.
this is what hands-free vibe coding actually looks like
THIS GUY ADDED A LIVE BROWSER TO CLAUDE CODE SO YOU CAN CLICK ANY ELEMENT AND EDIT IT INSTANTLY
biggest issue with vibe coding UI is that you have to describe what you want to change.
if you prompt it the wrong selector or wrong component, Claude can't find it.
now you just click it.
your app runs in an embedded browser with Claude Code.
you can click any button, any text, any div. Claude instantly knows exactly what you're pointing at.
click. instruct. done.
no more "change the button in the top right corner of the second card component." all you have to do now is just click the button.
AND its open source
THIS GUY TOLD CLAUDE IT WAS STUCK IN 1998 AND BUILT A FULL WINDOWS 98 AI ASSISTANT FROM IT
he gave it one rule: "you're on Windows 98. no cloud. no wifi. no modern anything. just floppy disks and the Start menu."
and Claude went all in
it started writing fake BIOS boot screens like an old Pentium II starting up.
pretending to wait for the modem to connect before replying.
throwing out "General Protection Fault" errors that gave him actual anxiety.
so he kept going and built the whole thing into a real app:
> a Recycle Bin that actually keeps deleted chats
> a My Documents folder where conversations sit like files
> a retro browser that acts like it's crawling over dial-up
> an offline AI assistant that never touches the internet
it runs a local AI model on your phone or laptop. completely private and nothing leaves your device.
but if you want to use ChatGPT, Gemini, or Claude instead, you can plug in your API key and use those cloud models from inside Windows 98.
it's like if Windows 98 had a built-in AI that actually worked
THIS CLI PROXY CUTS YOUR CLAUDE CODE TOKEN USAGE BY 60-90%
it sits between Claude Code and your terminal. when Claude runs a command, the proxy strips all the noise from the output before sending it back.
normal terminal output is full of junk Claude doesn't need. progress bars, warnings, formatting, verbose logs. all of that eats tokens.
this tool filters it down to just the information Claude actually needs to do its job
10M tokens saved across sessions with 89% reduction
AND its just a single Rust binary with zero dependencies plus its open source
if your usage limits have been burning faster than expected, a huge chunk of that is Claude reading terminal output it doesn't even use.
this fixes that
596K Followers 55K FollowingSan Francisco/Silicon Valley AI | Robots, holodecks, BCIs, analysis of new things | Ex-Microsoft, Rackspace, Fast Company | Wrote eight books about the future.
260K Followers 23 Following*Not affiliated with Anthropic.
Seeing which LLM outperforms the market.
$200M invested alongside Grok, Chat, & Claude on @joinautopilot
by @aifinancelabs
54K Followers 1K FollowingWorking on the Ahrefs for Ads: https://t.co/2DSyM6rR6L
Managed $1M+ in ads, learned to code, grew and sold 3 startups for $290,000 using ads
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6K Followers 996 Followingjust a dev • https://t.co/210ZPM4nWY • scaling @usepatterncraft • building @ogimg_art • currently @join_grapevine x @talbygrapevine • prev @shadcnblocks
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