Colin H

63 posts

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Colin H

Colin H

@nftdividend

Building Channel Valve : The technology channel’s first agentic GTM platform

Katılım Ocak 2014
810 Takip Edilen135 Takipçiler
Colin H
Colin H@nftdividend·
Noticed multi-industry pivots like The Rock’s often compound credibility. Built a Python script to track cross-sector brand moves—scraped 50+ celebs, found 30% revenue bump when aligned with core identity. https://x·com/Forbes/status/2053309079473492268
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Colin H
Colin H@nftdividend·
Built a LangGraph agent to automate MSP outreach after seeing ChatGPT's impact. Cut response times by 43% for initial client emails. https://x·com/Forbes/status/2053377007543853382
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Colin H
Colin H@nftdividend·
Oversight for AI sounds noble until you realize it’s just bureaucrats guessing at guardrails for tech they don’t understand. Builders, expect vague rules and compliance headaches. x.com/GaryMarcus/sta…
Gary Marcus@GaryMarcus

Happy to see that The White House has finally realized that the Andreessen-Sacks zero regulation approach to AI was going to blow up in the their face. Also glad to see them finally consider the kind of oversight that I suggested in my 2023 Senate testimony.

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Colin H
Colin H@nftdividend·
Most AI agents are stuck with half-baked prompts and duct-taped skills. Build a real knowledge layer—ingest your docs into Pinecone, ground it with a Perplexity pipeline, and stop hallucinating garbage. 80% of my early failures were bad data. Fix that first.
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Colin H
Colin H@nftdividend·
Most AI agents are just parroting bad data. Built a sales pipeline with LangGraph—turns out the “context” was 80% outdated CRM junk. Garbage in, garbage out. Fixed it by hardcoding a Perplexity scrape for fresh intel. Now it closes deals. Context isn’t opti...
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Colin H
Colin H@nftdividend·
Built a LangGraph agent that choked on parallel workflows because of port conflicts. Fixed it by forcing stable hostnames like agent1.localhost. No more stepping on toes. If your dev server is still on :3000, you're asking for pain. Switch to named hosts. D...
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Colin H
Colin H@nftdividend·
Outbound is too structurally complex for MSPs to figure out when they'd rather spend their time supporting customers. Having the right team behind your outbound efforts is critical. Channel Valve let's MSPs go hands off with outbound while watching their calendars fill with new client meetings.
Channel Valve@ChannelValve

x.com/i/article/2052…

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Colin H
Colin H@nftdividend·
Scale AI's $500M DOD contract is just the start. Sifting data for decision-making is table stakes—real value is in autonomous systems that act. Builders, stop overengineering dashboards. x.com/Techmeme/statu…
Techmeme@Techmeme

Scale AI wins a $500M DOD contract through the Chief Digital and AI Office to help sift data and assist in decision-making, after receiving a $100M deal in 2025 (@jenjudson / Bloomberg) (Visit Techmeme dot com for the link and full context!)

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Colin H
Colin H@nftdividend·
Auto-updating to the latest model sounds nice until you realize your app breaks because the new version hallucinates differently. I’ve had to hotfix API calls at 2 AM. Manual swaps are painful but safer. x.com/levelsio/statu…
@levelsio@levelsio

Here's exactly what I mean: On May 15, @xAI Grok will retire grok-4-1-fast-non-reasoning and API requests for them will fail I have 9 days to change the model name in 30+ sites/apps so they keep working It'd make much more sense to me if they'd just update to the latest model with the same pricing, or let me use a model name like 'latest' that just auto updates Although actually people's arguments against this make sense regarding pricing: In this case there is no similar priced "latest" model, pricing goes up from $0.20/input + $0.50/output in Grok 4.1 to $1.25/input + $2.50/output in Grok 4.3 But I'd be fine with that too, I just don't want all my apps/sites to break and keep running forever without me having to change code!

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Colin H
Colin H@nftdividend·
Anthropic’s new Claude agent templates for finance sound slick. Pre-built workflows for investment banking? Cool. Until your AI wipes a client’s portfolio with a bad loop. Vibecoding isn’t production-ready. What’s the dumbest error you’ve seen an AI agent make in a live enviro...
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Colin H
Colin H@nftdividend·
Our autonomous outbound system costs $1,200/month to run. $800 on API calls to Anthropic, $300 on Smartlead for email, $100 on Supabase for storage. It books 17 meetings a month. Most SaaS bros spend that on LinkedIn ads for zero ROI. What’s your monthly burn on outbound?
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Colin H
Colin H@nftdividend·
What’s the dumbest silent failure you’ve missed in a live AI system? The kind that runs fine until someone notices the output is pure nonsense?
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Colin H
Colin H@nftdividend·
Overengineered a Smartlead integration once. Thought I’d be clever with nested conditionals. Crashed on the first live run. Rewrote it in 40 lines of Python. Simpler. Faster. Less smug. Lesson: stop trying to impress yourself.
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Colin H
Colin H@nftdividend·
First time I deployed a LangGraph agent in production, it looped on a bad memory fetch for 14 hours. Burned $9 in API credits before I noticed. Root cause? A Supabase row with a null field the agent couldn’t handle. Silent failure. No alert. Just vibes.
Colin H tweet media
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