「AIに丸投げしたらとんでもないの出来た!」と感動したのに、いざ使ってみると「なんか使いにくい…」って経験ないですか?
実は僕も昔はAIの性能ばかり追い求めてて失敗したんです。ユーザーが本当に求めてるのは「AIが何を考えてるか分かる安心感」や「自分の意図をAIに伝えられる手軽さ」だったんですよね。
この視点がないと、どんなにすごいAI技術も使いにくいブラックボックスに。AIプロダクト設計で失敗する9割の人が知らない原因はここにあります。
#AI #個人開発 #ProdMgmt
As of April 5th 2026, Microsoft has applied the name "Copilot" to 80 separately marketed products and tools. There are now Copilots inside Copilots, Copilots for other Copilots, and a physical Copilot key on your keyboard for summoning them.
An attempt to map everything named "Copilot".
#ProdMgmt
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PRODUCTHEAD: Increasing and diminishing influence
» The art of influence is the highest-leverage skill remaining for product leaders
» AI agents require the same strategic clarity as humans do
» Building fast necessitates more human selectivity and […]
[Original post on imanageproducts.com]
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PRODUCTHEAD: Putting the Product Operating Model into context
» There’s no one true version of product management, but there are 4 flavours
» Without support from the CEO, your product operating model probably won’t succeed
#prodmgmt #MartyCagan […]
[Original post on imanageproducts.com]
#prodmgmt #ecommerce #envy
www.theatlantic.com/culture/2026...
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PRODUCTHEAD: Content design for humans and AI agents
» In a self-service world, good content design helps users do what they’re trying to do
» A content crit is a constructive, supportive peer review technique
» Poor content design diminishes the value […]
[Original post on imanageproducts.com]
New #prodmgmt post: What I've observed over three decades in the product management business. Plus ça change, plus c'est la même chose
www.prodbistro.com/how-we-got-h...
I have some thoughts about all the slick #prodmgmt tools, and how they don't replace the Product savvy that a good product manager must have: www.prodbistro.com/the-toolbox-...
My latest: how AI is redefining how I build technical training for IT: www.prodbistro.com/ai-as-a-forc...
#prodmgmt
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PRODUCTHEAD: How work actually gets done
» Visible and invisible process both contribute to how work actually gets done
» Orgs should not rely on individual heroic efforts in place of designed-in capacity
» Accelerating the build reintroduces a […]
[Original post on imanageproducts.com]
Taking a look at my blog/newsletter The Product Bistro. Is it worth keeping it alive, or should I officially retire it? #prodmgmt
www.prodbistro.com/do-i-keep-th...
(2/2) ...you might soon find your COO or CFO asking you (or your boss) to cut spend because they don’t see the business impact from all the extra output. The time is now to bridge the gap between features shipped and dollars earned. Here's how:
www.impactintel.net/impact-intel...
#prodmgmt
The latest update for #Countly includes "Cohorts Explained: How Dynamic User Groups Level-up Your #Analytics Strategy" and "Is Your Analytics Platform Still Safe for 2026?".
#prodmgmt https://opsmtrs.com/3CETIMR
Launching virtual sign language interpretation was more than a product milestone.
Sharing this in recognition of #InternationalWomensDay feels especially meaningful. Building accessible experiences is lived experience translated into impact.
www.alicia.design/post/when-in...
#a11y #prodmgmt
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PRODUCTHEAD: Reflections on the art and science of product management
» With appropriate context, those closest to the problem should make the product decisions
» Be outcome-focused and evidence-based regardless of what kind of product or service you […]
[Original post on imanageproducts.com]
“I didn’t write any code, but I did read a lot of it, and if you asked me to explain the system I was using, I’d be able to do a good job.”
#ProdMgmt #ProductManagement #product #reading aboard.com/taking-your-turn/
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PRODUCTHEAD: The value of the human in the loop
» Semantic ablation is when language outliers and quirks are averaged away by genAI
» GenAI exposes the thresholds and grey areas in your service’s decision-making
» Being able to build fast necessitates […]
[Original post on imanageproducts.com]
The latest update for #Countly includes "Is Your #Analytics Platform Still Safe for 2026?" and "Countly 26.01: The Future of Analytics is Faster, Smarter, and Ready for #AI".
#prodmgmt https://opsmtrs.com/3CETIMR
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PRODUCTHEAD: Forever problems and earning your keep
» Understanding cultural lenses is a must when working across geographical teams
» Financially viable products must earn back multiple times their ongoing costs
» AI may help to solve (or exacerbate) […]
[Original post on imanageproducts.com]
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PRODUCTHEAD: Down with the technocracy!
» Only having geniuses at the top of an org defining strategy for everyone else to enact is a relic of a bygone era
» The allocation of ‘time’ and the allocation of ‘capacity’ are very different concepts […]
[Original post on imanageproducts.com]
A bird cage hanging up with a yellow canary in it
Canary in the mine: AAA game developers are unionising
Early warning signs that there may be another storm brewing in tech for product managers to weather
#prodmgmt #communityOfPractice #developers #firing #gaming #generativeAI #hiring #unions 📖 Read […]
[Original post on imanageproducts.com]
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PRODUCTHEAD: Beliefs and culture
» Changing behaviour and beliefs is crucial for people to adopt a fundamentally new org strategy
» Culture optimised without alignment has unintended consequences
#prodmgmt #behaviour #beliefs #culture #transformation 📖 […]
[Original post on imanageproducts.com]
Successful startups often don't play in the same field as the competition. They reframe the landscape as something different.
open.substack.com/pub/patternb...
by @m2jr.bsky.social #prodmgmt #startups
Startup to Scale-up Club Q&A 174
Startup to Scale-up Club - Product and Tech - 176
Startup to Scale-up Club Q&A – 13th Jan 2026
» Recommendations for automated infrastructure monitoring
» Safe presentation of medical data in Femtech apps
» Trade-offs of cloud versus local AI deployment for agricultural technology
and more
#prodmgmt […]
[Original post on imanageproducts.com]
“Start the new year by running your sprint reviews with zoom and text scaling turned on” via @medium.com #a11y #prodmgmt medium.com/design-bootc...
Try this in your next sprint review: turn on text scaling and zoom magnification (yes, 2× or 4×).
Things get real fast. Buttons panic. Layouts reveal secrets. Screens that looked “fine” suddenly… don’t.
Design for the couch, not the mockup. #prodmgmt
www.alicia.design/post/try-run...
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PRODUCTHEAD: The most popular of 2025
» Most read edition: ‘Where does the time go?’ – a developer explains the work around the work
» Edition with most clicks: ‘The rift between design and product’ – reportedly designers covet the PM position
» Most […]
[Original post on imanageproducts.com]
Reminds me of why spreadsheets are often better solutions than specialized apps.
medium.com/design-bootc...
by Joe McLean
#prodmgmt
🚨 This Wednesday in Beacon — builders, PMs, and founders: How do you talk to users… when you don’t have any yet?
✨ Featuring Paul Stratta (Founder & CEO, iPlayMe2)
🍕 Pizza included
📍 Beahive, Beacon, NY | This Wednesday
meetup.com/theproductgr...
#prodmgmt #startups #founder #entrepreneur