Dev Verma

New on Bloom: tea bags (Art of Tea). The one pick for its type, every ingredient checked. Nobody pays to be listed. As an Amazon Associate, Bloom earns from qualifying purchases. bloom.obto.co/api/bloom/p/...

New on Bloom's blog: Can food products with organic ingredients still be labeled… What the label and the certification say, with sources. bloom.obto.co/api/bloom/bl...

New on Bloom: sunscreen (Babo Botanicals), black tea (Prince of Peace). One pick per type, all ingredients checked. Nobody pays to be listed. bloom.obto.co?utm_source=b... As an Amazon Associate, Bloom earns from qualifying purchases.

OEKO-TEX does not mean organic. STANDARD 100 tests finished textiles for harmful substances. Organic labels like GOTS check how the cotton was grown. New on Bloom's blog, with sources: bloom.obto.co/api/bloom/bl... As an Amazon Associate, Bloom earns from qualifying purchases.

New on Bloom: lemon juice, cotton swabs, cotton rounds. One pick per type, all ingredients checked. Nobody pays to be listed. bloom.obto.co?utm_source=b... As an Amazon Associate, Bloom earns from qualifying purchases.

Are non-GMO labels regulated like USDA organic? No. The organic seal is enforced by the USDA; non-GMO labels are set by independent groups. Sources on Bloom's blog: bloom.obto.co/api/bloom/bl... As an Amazon Associate, Bloom earns from qualifying purchases.

New on Bloom: psyllium husk, apple juice, tinted lip balm. One pick per product type. Nobody pays to be listed. bloom.obto.co?utm_source=b... As an Amazon Associate, Bloom earns from qualifying purchases.

Are natural flavors and emulsifiers part of a clean diet? There is no official definition of "clean" food, and "clean label" is not a regulated term. Sources in the post: bloom.obto.co/api/bloom/bl... As an Amazon Associate, Bloom earns from qualifying purchases.

New on Bloom: makeup remover, moringa capsules, elderberry supplement. One pick per product type. Nobody pays to be listed. As an Amazon Associate, Bloom earns from qualifying purchases. bloom.obto.co?utm_source=b...

How do you spot artificial ingredients in food? Read the ingredient list: colors appear by FD&C name, and "clean label" has no legal definition. Sources in the post. bloom.obto.co/api/bloom/bl... As an Amazon Associate, Bloom earns from qualifying purchases.

New on Bloom: whole wheat flour, lime juice, apple juice. One pick per product type, every ingredient checked. Nobody pays to be listed. bloom.obto.co?utm_source=b... As an Amazon Associate, Bloom earns from qualifying purchases.

New on Bloom's blog: how do organic cotton, bamboo and Tencel modal compare? What the label and the certification say, with sources. bloom.obto.co/api/bloom/bl... As an Amazon Associate, Bloom earns from qualifying purchases.

Today's find: Lion's Mane Extract Powder by Real Mushrooms. 5,361 Amazon ratings, USDA Organic, full ingredient list printed. Nobody pays to be listed. bloom.obto.co/api/bloom/p/... As an Amazon Associate, Bloom earns from qualifying purchases.

Does the USDA organic seal mean GMO free? Organic rules prohibit GMOs, and the seal certifies the whole production process. Sources on Bloom's blog: bloom.obto.co/api/bloom/bl... As an Amazon Associate, Bloom earns from qualifying purchases.

Today's find: Organic cotton fitted sheet by California Design Den. 3,987 ratings, organic by nature (GOTS), full list printed. Nobody pays to be listed. (Amazon Associate.) bloom.obto.co/api/bloom/p/...

Bloom's blog: are synthetic pesticides banned in USDA organic farming? bloom.obto.co/api/bloom/bl... As an Amazon Associate, Bloom earns from qualifying purchases.

New on Bloom's blog: How can I verify if a product is truly organic if it lacks the seal? Ask the seller who certified it, or look it up in the USDA Organic Integrity Database. With sources. As an Amazon Associate, Bloom earns from qualifying purchases. bloom.obto.co/api/bloom/bl...

Today's find: MaryRuth's organic infant vitamin C drops. 4,792 Amazon ratings, clean formula, USDA Organic, full ingredient list printed. Nobody pays to be listed. As an Amazon Associate, Bloom earns from qualifying purchases. bloom.obto.co/api/bloom/p/...

One prompt: "Build a dashboard that sorts customer feedback into themes." The AI has one OBTO connector. It reads the feedback, plans the themes, builds the server logic, API, database and page, and publishes it. Your AI builds it. OBTO runs it. (Sample data.) build.obto.co

Today's find: Maple Holistics organic pumpkin seed oil, a facial oil. 3,676 Amazon ratings, USDA Organic, one ingredient. Nobody pays to be listed. As an Amazon Associate, Bloom earns from qualifying purchases. bloom.obto.co/api/bloom/p/...

Bloom is for the moment you're standing in the aisle. Add it to your home screen (web app, no store, no account), tap the type, see one product and the facts. bloom.obto.co?utm_source=b...

Bloom is in English, French and Spanish. The people who read labels most carefully in my family read them in a second language. Every fact is in all five. bloom.obto.co?utm_source=b...

How Bloom chooses: 1,662 products checked, 96 made it. Four rules: 1,000+ Amazon ratings, organic where it counts, full ingredient list, nobody pays to be here. Re-checked every 30 days. bloom.obto.co?utm_source=b...

Your AI already writes the code. The hard part is everything after: a server, a database, a live URL, and a team that can work on it together. OBTO lives inside Claude and Codex. Add OBTO connector, and your AI gets governed tools to build and run real apps. Build in any AI. Run it all on OBTO.

Wrote down what I think happens to business software once it runs inside the chat window people already have open. The screen becomes an output format. What customers pay for is the data, the rules and the receipts. medium.com/@divyansh.ve...

I never trust an incident just because it says Done. In OBTO, I look for the handoff: who owned it, whether the SLA held, what changed, and what the next person can reuse. Closing the record is easy. Closing the loop is the real work.

laya.convaiinnovations.com

You can’t always tell if someone is recording you with their smart glasses, but your phone can help.

Big context windows are useful, but I don't want every specialist carrying the whole project. In OBTO, a sub-agent starts fresh with one task and a narrowed read-only toolset, then returns a receipt. Sometimes less context is the safety feature.

False is not missing. Sounds pedantic until an agent reads a deliberate off-switch as “no setting” and supplies a default. Our MCP property tool returns both the value and whether it was found. I want that distinction visible before the agent decides what to do next.

I don't need three agents editing the same change to get value from a team. Our sub-agent tool gives side jobs read-only access and separate receipts. One can trace a route while another checks a claim. I still want one writer to own the change, so I can tell who checked what.

An agent skill is more than reusable prompt text. The useful contract is the boundary around it: which tools exist, which writes are allowed, where approval is required, and what evidence comes back. Same instruction, different boundary, very different agent.

We talk about rollback like it’s one button. Before I trust it, I want the unglamorous map: what changed, which step changed it, and what undo would touch. The answer needs to exist before the bad change, not after we’re scrambling.

I want an agent to know when to stop before it starts. Give it a budget for time, tool calls, and retries. If it hits the edge, show me what it finished and what it didn’t. A clean stop is more useful than a polished answer that quietly ran past the limit.

We talk about rollback like it’s one button. Before I trust it, I want the unglamorous map: what changed, which step changed it, and what undo would touch. The answer needs to exist before the bad change, not after we’re scrambling.

A CRM contact by itself tells me almost nothing. Show me the company, the deal, the last activity, the open ticket, and who owns the next move. That’s the context I’d want an agent to have before it starts writing as if it knows the customer.

I want an agent to know when to stop before it starts. Give it a budget for time, tool calls, and retries. If it hits the edge, show me what it finished and what it didn’t. A clean stop is more useful than a polished answer that quietly ran past the limit.

An agent skill is more than reusable prompt text. The useful contract is the boundary around it: which tools exist, which writes are allowed, where approval is required, and what evidence comes back. Same instruction, different boundary, very different agent.

Building OBTO made one deployment bug painfully obvious: an asset can exist and still be unreachable. The entry page, JavaScript, and CSS have to share one canonical host; routes and server scripts don’t. I’d rather validate that boundary than trust a hostname in memory.

I don’t call an AI build done when validation passes. Validation checks the contract; invocation checks behavior. Then I review the evidence, repair what failed, and verify the repaired state with the UI and one real action. Otherwise “done” only describes the first attempt.

Prompt → deployed system → governed operation. AI used OBTO MCP to build this storefront, connect catalog data, deploy APIs, enforce engraving rules, persist pricing, and verify the live result. The app is proof. OBTO is the operating layer. #AI #MCP

Before an agent creates a public app, write down five facts: canonical host, API base, route manifest, server exports, and verification receipt. Boring until a page calls the wrong route or a module resolves from another host. A build contract exposes those failures before publication.

One prompt → a live commerce workflow through OBTO MCP. Storefront → no-charge sandbox order → persisted Operations state → 30% margin policy → Maya Chen’s named approval → audit receipt. No payment or external action. commerce-ops-proof-staging.obto.co