Sabil Ahmad

Most founders don’t build bad products. They make expensive technical decisions. I’ve seen teams spend months building with blockchain… Only to realize later they never needed it. Not because they lacked skill. Because nobody asked the right questions early. That’s the real mistake. Not the tech  the decision behind it. So I simplified it. A simple decision filter. If your product doesn’t pass it  you’re adding complexity without value. And that costs: → Time → Money → Momentum Use this before you: → Start development → Talk to investors → Lock your tech stack Because the wrong decision here doesn’t just slow you down… It sets you back months. Question: Are you choosing your tech based on need or just because it sounds right? P.S. Drop your use case below. I’ll tell you straight blockchain or not.

This week OpenAI confirmed what every CTO shipping agents already knew: prompt injection is not a solved problem. Here's what we actually do about it. 🧵 (1) Tool-call allowlist, (2) Dollar-threshold human gate, (3) Action reversibility enforcement, (4) Scope-limited auth tokens, (5) Idempotency keys on all write operations, (6) Post-execution audit log review. The one we still haven't cleanly solved: indirect prompt injection from third-party data sources our agent reads. If you've cracked this reply below. (reply-bait + honest admission)

@PeteButtigieg War costs should always face scrutiny but so should the numbers and trade-offs. National security, deterrence, and global stability have real costs too. The real question is whether the strategy delivers outcomes worth the price not just the headline figure.

We now know the Iran war price tag is more like $50 billion - hundreds of dollars per household - and counting. It's enough to cover all the health insurance premium credits that the Republicans got rid of for this year, and next. It could save rural hospitals, pay teachers, fix roads. Don't let this White House insult your intelligence by blowing your money on war, then saying America can't afford nice things.

@Keir_Starmer Strong words but leadership is also about measured judgment. Criticism should be addressed with facts and accountability, not just labels.

Zack Polanski’s criticism of the police officers response to the Golders Green attack was disgraceful. He’s not fit to lead any political party.

@GuntherEagleman Neither jail isn’t a popularity contest. If there’s evidence of wrongdoing, it should go through due process, not social media polls.

Hey, quick question: Who should go to jail first, Ilhan Omar or Adam Schiff Leave a comment below.

@BorisJohnson Short-term relief maybe!!!! but long-term, shrinking populations mean labor shortages, slower growth, and pressure on healthcare and pension systems. Balance matters.

Falling birth rates aren’t a disaster, they’re the best bit of global news in a long time mol.im/a/15782963

@TrumpsHurricane That’s just prejudice in a different form. Progress comes from judging individuals not excluding entire groups.

This Liberal woman says “I will no longer be associating with White males of any kind” What is your response to her ??

@rihanna @SavageXFenty Cherry Nouveau is the moment!!!!! summer just got an upgrade.

savage summer: activated 🍒😘 new Cherry Nouveau out now ➡️ Rihanna.lnk.to/savagex

@WhiteHouse Slogans are easy results are what matter. Focus on policies that deliver real economic growth, stability, and opportunity for everyone.

MAKE AMERICA GREAT AGAIN!!!

@nikitabier Knowing how many followers were active in the last 24 hours tells you your real distribution power, helps time posts for maximum impact, and gives a clearer signal of engagement quality vs vanity metrics.

Would it valuable to know how many of your followers have been active on X in the last 24 hours?

@Ilhan Voting rights law is constantly shaped by court rulings, legislation, and state policies. The focus now should be on clear legal remedies and updated federal standards, not escalation rhetoric

The Supreme Court just eviscerated the Voting Rights Act. Trump and Republicans are rigging the rules to suppress the right to vote. If that’s the game, Democratic states must fight back to protect our democracy.

@RepLuna Strong claims aside, these are complex financial policy questions. The real discussion should focus on what protections and limitations are built into any CBDC framework.

Attention America: John Thune has said he will not support a CBDC ban in any of the legislation we send over. He also has said No Save America.

@SholaMos1 Justice requires due process for the suspect and accountability for policing. One doesn’t cancel out the other

Contemptible abuse of police power. Why kick him in the head several times when he’s already tasered & in your control? Should he not be alive to be brought to justice in a court of law for stabbing 2 Jews??!! Disgusting.

@GavinNewsom Claims about ‘rigging’ are serious what matters is the legal reasoning behind the decision and how states adjust maps within the law. That’s where the real impact will be decided

This decision is outrageous. MAGA is SCARED of YOU. They know they LOSE when Black, Latino, and diverse voters are heard — so they shut them up and rig the maps. We’re not backing down. November is coming.

@RepJeffries Foreign policy outcomes rarely come from a single decision. The Iran deal reduced nuclear risk while it lasted; its breakdown and broader regional dynamics are what followed.

Actually, Iran did sign a nonnuclear deal in 2015 under the leadership of President Obama. You blew it up. Then plunged America into another reckless and costly war of choice in the Middle East.

@davido Look who's on his knees!!!!!!

E wa woo ! look he’s on the floor 😭🥾

@AP Important ruling, but it’s part of a broader legal framework around redistricting that isn’t new. The real test is how states implement it and whether Congress updates the law

BREAKING: The Supreme Court struck down a majority Black congressional district in Louisiana, weakening a landmark voting rights law’s protections against discrimination in redistricting. apnews.com/article/suprem…

@RepJeffries Strong rhetoric aside, elections are governed by laws, courts, and states not slogans. If there are concerns, they need to be proven in detail.

Voter suppression is a way of life for Donald Trump and far right extremists on the Supreme Court. Republicans know they cannot win a free and fair election in November and so they are desperate to rig it. We will never let them succeed.

@MrsErikaKirk Scrutiny isn’t dehumanization. The focus should stay on facts, not personal framing.

I went to the White House Correspondents Dinner for one reason. Too many journalists have done everything they can to dehumanize me for months, and I wanted to look them in the eye.

@ReverendWarnock The Supreme Court of the United States has made a series of controversial rulings, but comparing them directly to Jim Crow is historically loaded. It’s more useful to debate the specific legal reasoning and impacts

Trump's Supreme Court is dragging us back to the dark and ugly days of Jim Crow. x.com/abc/status/204…