I could see it on my wall π
Posts by Vygandas
Full article π www.solidmatics.com/insights/whe...
You do not need a $200k full-time CTO to stop this. Fractional leadership saves runway. Here is why late code fixes kill capital efficiency and how to prevent it.
Skipping technical validation early means writing a blank check for future fixes. The product becomes too expensive and slow to adapt when a pivot is needed.
Fixing a defect after release costs 30 times more than catching it during architecture planning. The damage is done before the code even goes live.
Full article π www.solidmatics.com/insights/why...
Read the breakdown of why autonomous capabilities are forcing labs to bottleneck their own rollouts.
When fierce rivals pause commercial releases to collaborate on #cybersecurity, the threat is real. Technical due diligence just got harder.
Instead of a launch, they formed a 40-company defensive coalition with Apple, Google, and Microsoft to patch global infrastructure.
Full article π www.solidmatics.com/insights/goo...
The full breakdown covers why this pure open-source approach threatens commercial API providers.
Gemma 4 is pure Apache 2.0. No revenue thresholds. No user-count limits. This removes the legal ambiguity that stalls enterprise deals and complicates venture fundraising.
Founders build on conditionally open models but miss the fine print. Revenue limits trigger massive obligations right when a company scales, turning #startups into risks.
Well, that's getting too frequent π«£ #claude
AI gives a real edge to early adopters, but once everyone catches up, it becomes the baseline. You're right back to the same principles that always determined who wins.
Mathematically, AI becomes a multiplier that appears on both sides of the equation. You can cross it out. What you're left with is the same fundamentals: human creativity, innovation, strength of your value proposition.
Company B sees this and thinks, "If we don't adopt AI, we're going to lose." So after a year, they catch up. Now both companies are delivering at 2x. AI gets smarter, output goes to 3x. But both companies have it, so both are at 3x.
Company A starts using AI and begins outperforming Company B, which hasn't adopted it yet. For simplicity, let's say AI doubles their output. Same hundred engineers, twice the delivery.
So yesterday #Claude Code made #Opus model with 1M token window default. Meaning we wonβt need to pay extra for usage. Problem we noticed is that it got stupider and context window warnings about it filling in got more frequent. Not cool π It was performing quite delightfully.
π We hire engineers expecting 3x the output.
If you get stuck and don't use AI to unblock yourself, it's a red flag. The barrier to entry has lowered, but the bar for performance has risen.
Use the tools or get left behind.
#hiring #engineering #culture #AI
π Research shouldn't take weeks.
We set agents to check keywords, domain authority, and competitors simultaneously. It gathers data in seconds that used to take a team days.
Speed is the new currency in business intelligence.
#SEO #automation #product #SaaS
ποΈ I rarely type these days.
I use Wispr Flow to dictate messy thoughts. Then AI structures it into clear text or code. It turns a 10-minute email into a 30-second rant.
Clear your mind faster. Let the machine handle the grammar.
#productivity #hacks #AI #cto
π Punch cards were scary. The Internet was scary. Google was scary.
Now, AI is the monster. But looking back, they were just tools that leveled us up. We adapted then. We will adapt now.
Focus on the opportunity, not the fear.
#tech #history #optimism #growth
β¨ AI is a mirror of the past.
It trains on what humanity has already done. It can't invent the genuinely new. That is still our job. We provide the spark of innovation. AI just provides the scale.
Don't outsource your creativity.
#innovation #creativity #AI #startups
π€ Fear AI replacing you?
It only competes if you don't know why you're doing the work. If you execute blindly, you're at risk. If you have vision, AI is just a tool that amplifies you.
Be the architect, not just the bricklayer.
#futureofwork #AI #career #leadership
π» "Vibe coding" is great for demos. It fails in production.
Real products need strict rules. We spend hours adding constraints so the AI doesn't hallucinate. Reliability beats speed when building for enterprise.
Don't just vibe. Engineer it.
#software #cto #engineering #AI
π€ Stop chatting with single AI agents.
The real power is in swarms. We build "manager" agents that delegate tasks to "worker" agents. It mimics a human org but finishes weeks of work in minutes.
Scale your output, not just your chat history.
#AI #tech #SaaS #startups
π SEO analysis used to take days. Now it takes minutes.
That is the only metric that matters. Not the hype train or the buzzwords.
Does your product actually give people their time back? If yes, then you have a business.
#SaaS #product #value
π§ Chatting with AI is 2023.
The future is orchestration. We are caching tool data and building flows where agents delegate tasks to other agents.
It is complex backend work. But the result is magic for the end user.
#AI #tech #innovation