fafa.πŸ‘©πŸ»β€πŸ’» (@ds_fafa_) header
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Data Maven with a Dash of Espresso β˜•οΈ | Turning Numbers into Narratives | Senior Customer Insights Director | Tweets fueled by caffeine and curiosity

Australia
Joined August 2014
Photo by fafa.πŸ‘©πŸ»β€πŸ’» (@ds_fafa_)
fafa.πŸ‘©πŸ»β€πŸ’» retweeted
Prompting Is Now the Slowest, Buggiest Way to Code with AI. Here’s the Fast, Clean One Forget clever prompts. Here’s the ultimate hands-on guide to AI coding productivity, with insights you won’t find anywhere else aiadvances.org/the-top-1-of-…
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
The guy with the ponytail. You know him. Every company has one. Long ponytail, oval glasses, has been at the company longer than the version control system. You show him the 50 lines you are proud of. He looks at them for a while, says nothing, and replaces them with one.
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
Like a metric called churn where finance counts cancelled accounts and product counts silent drop-offs, and both teams argue from the same dashboard without ever comparing notes.
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
The Human Side of the Semantic Layer: Translating Data Meaning Across Teams Data governance wins when meaning survives translation between teams, not when definitions get published, so test every definition against a real shared decision moderndata101.substack.com/p…
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
The end of feature discovery as we know it We spent decades trying to get people to use our features. Unsuccessfully. AI might finally put us out of our misery open.substack.com/pub/elenav…
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
"In the past, productivity was a bottleneck. Scarce resources forced difficult prioritization decisions. Only the highest-value, most certain features and products were allowed to move ahead. With agents, prioritization isn’t constrained by scarcity."
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
Why Are Businesses So Good At Lying To Themselves With Data? AI agents just removed the productivity bottleneck, exposing that businesses filled roadmaps with work instead of value because they forgot how to measure outcomes vinvashishta.substack.com/p/…
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
72k enrolled in product management. Frameworks behind strong cases. ⭐ 4.7 from 4.5K+ reviews πŸ“‹ Agile, Scrum, user stories, roadmaps πŸ› οΈ Usability testing, backlogs, innovation imp.i384100.net/VmPxqk
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
LongCat 2.5 is now free on OpenCode for two weeks - 1M Context - Multi-modal - Zero Data Retention
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
Frameworks date. The maths under them does not. 🧠 Gradients and layers outlive any library version πŸ“ Learn why networks learn, not just which import ⭐ 4.8 from 147k reviews, 990k enrolled imp.i384100.net/21ZqYz
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Ideas count even when the words come slowly. 🧠 Brainstorming, analysis, decision-making πŸ› οΈ 5 hours of prompt engineering ⭐ 4.7 from 1.3K+ reviews imp.i384100.net/PyLRxY
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Tight loop, fast model. Hard problem, deep one. πŸš€ GLM-5.3-Flash for the quick iterations 🧠 GLM-5.3 for the hard reasoning πŸ› οΈ Both models on every Coding Plan tier go.sjv.io/k4oxzM
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Overnight the AI patched, watched and logged. Morning is for decisions. πŸ› οΈ 24/7 issue detection and proactive maintenance πŸ“Š Weekly backups run while you sleep πŸ–₯️ One dashboard for every container hostinger.sjv.io/9VDNkY
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Data engineering absorbed the AI workflow layer. πŸ“Š Pipelines now carry LLM-powered steps ⏰ ETL specs increasingly name GenAI ⭐ 4.7 from 11.8K+ reviews, 4k enrolled imp.i384100.net/5g9Okn
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
Deep packet inspection throttles VPN traffic. NordWhisper hides in ordinary web traffic. The protocol is the product. 🧠 NordWhisper: the 2025 protocol that evades filters πŸš€ NordLynx: WireGuard-based speed πŸ”§ Pick the protocol, keep the tunnel nordvpn.sjv.io/best-vpn
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
You read cyber job specs and close the tab on the first bullet. πŸ›‘οΈ Listings ask for tools you have not touched. 🎯 Python, Linux, SQL, SIEM across 170 hours. πŸ“š Google's course preps you for Security+ too. imp.i384100.net/baZvXk
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
Vertical AI skills are splitting healthcare roles. 🧠 Imaging and risk models are in clinical use ⏰ Domain-specific AI is what employers value πŸ› οΈ 3 courses with real medical datasets imp.i384100.net/k0YEgN
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Half the web's knowledge is stuck in PDFs. πŸ“„ Firecrawl's Parse turns documents into data 🧠 PDF and DOCX into clean text πŸ“Š Pipeline input, not a download folder firecrawl.link/s1IFcUo
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fafa.πŸ‘©πŸ»β€πŸ’» retweeted
AI product sense is built, not taught at school. πŸ“‹ Prompt engineering, AI strategy πŸ› οΈ 4 courses covering stakeholder comms ⭐ 4.7 from 11.8K+ reviews imp.i384100.net/Py31z6
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