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Variability of Technology Learning Rates

https://www.sciencedirect.com/science/article/pii/S2666792425000460
1•JumpCrisscross•45s ago•0 comments

Phytomining

https://en.wikipedia.org/wiki/Phytomining
1•cainxinth•4m ago•0 comments

Circuit Sparsity

https://huggingface.co/openai/circuit-sparsity
1•ray__•7m ago•0 comments

Linux System Calls

https://www.matheusmoreira.com/articles/linux-system-calls
1•enz•7m ago•0 comments

Arizona city rejects data center after AI lobbying push

https://www.politico.com/news/2025/12/12/arizona-city-rejects-data-center-after-ai-lobbying-push-...
4•ohjeez•18m ago•1 comments

From profiling to kernel patch: the journey to an eBPF performance fix

https://rovarma.com/articles/from-profiling-to-kernel-patch-the-journey-to-an-ebpf-performance-fix/
2•todsacerdoti•19m ago•0 comments

Ask HN: Are You Considering Leaving Tech All Together?

3•karakoram•22m ago•5 comments

Compare compensation and rating for different companies when looking for a job

https://compchart.fyi/
1•jacks4jokers•22m ago•0 comments

Skills vs. Dynamic MCP Loadouts

https://lucumr.pocoo.org/2025/12/13/skills-vs-mcp/
1•ingve•24m ago•0 comments

Is spec-driven development the end of Agile software development?

https://www.sicpers.info/2025/12/is-spec-driven-development-the-end-of-agile-software-development/
1•ingve•24m ago•0 comments

SpaceX IPO at $1.5T Valuation Would Be 10x Larger Than Biggest VC-Backed Listing

https://news.crunchbase.com/public/spacex-ipo-1-5t-valuation-would-break-record/
2•geox•24m ago•1 comments

Some surprising things about DuckDuckGo you probably don't know

https://gabrielweinberg.com/p/some-surprising-things-about-duckduckgo
7•ArmageddonIt•25m ago•1 comments

HyperCard on the Macintosh

https://stonetools.ghost.io/hypercard-mac/
1•tonyedgecombe•28m ago•0 comments

Why We Loved Sierra Games (2015) [video]

https://www.youtube.com/watch?v=wua96SI6SBE&list=PLPAVYgFfeddJzax1X4VUj69Z1Vs4PqGlA&index=1
1•ewmailing•29m ago•0 comments

Firefox ResistFingerprinting

https://support.mozilla.org/en-US/kb/resist-fingerprinting
2•dtj1123•30m ago•0 comments

Google plans to power a data center with fossil fuels with almost no emissions

https://theconversation.com/google-plans-to-power-a-new-data-center-with-fossil-fuels-yet-release...
4•PaulHoule•38m ago•1 comments

A plain-language proposal to enforce fiscal accountability in Congress

https://add28th.org
1•concerneddude•38m ago•1 comments

Show HN: Open-Source Project Discovery and Analytics

https://gitdb.net
1•alvinunreal•39m ago•0 comments

21 Lessons from 14 Years at Google

https://addyo.substack.com/p/21-lessons-from-14-years-at-google
2•rmason•39m ago•0 comments

Now witness the power of this operational Fediverse – Terence Eden's Blog

https://shkspr.mobi/blog/2025/11/now-witness-the-power-of-this-fully-operational-fediverse/
3•janandonly•41m ago•0 comments

Prohibition tossed a wet blanket on America's inventors

https://www.atlasobscura.com/articles/things-invented-in-bars
1•fanf2•41m ago•0 comments

Spaw – AI music platform for making banging beats with text

https://drive.google.com/file/d/1SUk7x7xSMMjne9jwDVy4w0wiOuAHGdu9/view?usp=sharing
1•ade_code•41m ago•1 comments

Does my key fob have more computing power than the Lunar lander?

https://www.buzzsprout.com/2469780/episodes/18340142-17-does-my-key-fob-have-more-computing-power...
1•jammcq•41m ago•2 comments

China has invented a whole new way to do innovation

https://www.noahpinion.blog/p/china-has-invented-a-whole-new-way
4•bookofjoe•42m ago•0 comments

Show HN: I built a "Headless CMS" for my resume (Next.js and Puppeteer)

1•lpipe•42m ago•0 comments

Velocity Coding

https://0thernet.substack.com/p/velocity-coding
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Show HN: Free API for REVE EEG Foundation Model

https://web-production-73111.up.railway.app/docs
1•briandaley26•45m ago•0 comments

Show HN: I built a small tool to track receipts and warranty dates

https://www.retreat-app.tech/
1•temidaradev•49m ago•0 comments

How to Avoid IaC Drift

https://newsletter.masterpoint.io/p/how-to-avoid-iac-drift
1•mooreds•52m ago•0 comments

Show HN: A Grafana you can share with anyone

https://github.com/towlabs/dashfrog
1•mehdig10•53m ago•0 comments
Open in hackernews

Ask HN: How do you handle release notes for multiple audiences?

30•glidr_dev•2h ago
For those of you who ship often, when you release updates, do you typically write one set of release notes, or do you end up rewriting them for different audiences?

For example: • technical version for developers • simplified version for end users • something more high-level for stakeholders etc…

In my current position I’ve seen a plethora of different ways teams, and even the company I currently work for, go about this.

What I’ve seen: 1. paste raw GitHub changelogs into customer emails (highly wouldn’t recommend if you’re currently doing this ) 2. manually rewrite the same update multiple times for each audience 3. skip release notes entirely because it’s too much work

So I guess my question is: How do you or your company currently go about handling more than one set of release notes, and do you feel like more than one set is needed?

Would love to hear what’s working (or not working) for you, and if you found any tools that help mitigate this issue.

Comments

sshine•2h ago
I automate one changelog per project using git-cliff and conventional commits:

https://github.com/orhun/git-cliff

https://www.conventionalcommits.org/en/v1.0.0/

This changelog is copied into the release on github, or wherever the release is announced.

Thoughtful•1h ago
really helpful, thanks for sharing!
RadiozRadioz•1h ago
While more automation certainly is useful, I find that auto-generating changelogs in this manner has a number of problems:

Auto-genertaed changelogs lack business-aware context about what is important. You get a big list of new features, but which ones are the most important to stakeholders? You have a few breaking changes, which are likely to have the most widespread impact? Without being judicious about what information is included, you risk overwhelming readers with line noise and burying important notes.

Some things go beyond the scope of a commit message - deployment nuance, interaction with other relases, featureset compatibility matrices. These are best summarised at the top level, they don't fit in individual disparate messages.

One of OP's motivations for starting this thread was to see how people tailor changelogs to different types of stakeholders; techincal vs non-technical, for example. This approach doesn't solve that problem. In fact, I think it's worse due to an additional side effect: the commits are now forced to do double duty; they must be useful commits for developers looking at code history, but now they also must be useful messages to be included in a changelog. While there is some overlap, it's hard to do both simultaneously. One must pick between writing good commit messages for the codebase & developers, versus writing a coherent changelog.

As a matter of personal taste, I think it looks lazy. Changelogs are a unique opportunity to communicate something important, they're written once and read by many. With a list of commits, myself and all other readers must now put in the work to find out what's relevant - it's disrespectful of others' time.

js4ever•1h ago
No one read them so a single version is more than enough
BobbyTables2•1h ago
This!
AndrewDucker•44m ago
We read through the release notes for our server software before installing it so that we can warn users about new functionality, disable functionality that's not approved, etc.
formerly_proven•1h ago
If there is an audience for release notes I haven't seen anything better than just committing entries to a pre-release folder as you change things and have release automation compile the folder into the actual release notes. Python and many other large projects handle it like this: https://github.com/python/cpython/tree/main/Misc/NEWS.d/next (The release notes for major releases are crafted manually)

On the other hand, for many projects you can probably skip release notes: nobody will read them. Even fewer people would read automatically generated changelogs: don't bother setting it up. Releasing instead of deploying from master also implies you took more care than usual, did you? Commit messages make sense for cohesive changes, are they? Didn't think so.

Fogest•1h ago
If you make use of something like git-cliff style formatting for the first line of your commit messages it can actually make some decent automated release notes that can be broken down into features, bug fixes, documentation, chores, etc...

I've found this to be pretty useful for my projects, and users can quickly get a list of what they care about for changes (usually the features part). Since it's pretty automated, the amount of effort also means that even if barely anyone reads them, it's not a huge waste of time. It's actually kind of made me write better, more useful commit messages as I know that the first line of the commit will actually be presented to the user.

bhaney•1h ago
As per industry standards:

v1.4.18 - "Bug fixes and performance improvements"

v1.4.17 - "Bug fixes and performance improvements"

v1.4.16 - "Bug fixes and performance improvements"

Fogest•1h ago
Yeah that pretty much describes every big companies release notes. I used to have manual updates in the Google Play store as I enjoyed seeing what was changing. But over time so many companies just started saying things like "Security fixes" and it became a waste of time even bothering to look at them.

And sometimes they do actually add a feature... but they'll mention it within the app itself despite the app updates not mentioning it. Or even more funny is how often I'll see a news article talking about the new feature, but then it never even gets mentioned in the release notes anywhere.

hulitu•1h ago
They forget always the "," between "bug" and "fixes".
3rodents•1h ago
Perhaps the perfect time to ask: why are release notes like this on the App Store? Are they a required field and this is the default? Does a popular tool use this value?
servercobra•1h ago
They're required for every version release and no one reads them anyway.
nofunsir•1h ago
I read every single one. Any app that does this gets uninstalled and a nasty letter to software managers.
nofunsir•1h ago
Don't underestimate the effort a software developer will put forth to create mountains of complicated automation and scripts if it allows them to be lazy. And they see no issue with this. So why would they see an issue being accountable for yet another agile cycle.

Rev number go up!

internet2000•1h ago
The real answer is this: https://www.reddit.com/r/iOSProgramming/comments/1efubql/im_...

Not only nobody reads them, but Apple forces you to translate them into languages even less than nobody read. It'd be an improvement if they only required English text.

kotaKat•1h ago
Meanwhile I see the most bizarre changelogs that I don't understand why Apple approves.

https://apps.apple.com/us/app/chime-mobile-banking/id8362152...

"Choose your own update notes adventure! Pick only one: A, B, or C.

A. The holidays are coming up and we've been busy planning a celebration of bug bashes and performance enhancements, so get merry and smash that update button.

B. Shorter days, longer nights, colder temps. You know what helps the Winter blues?

Instant gratification. Tap update, watch that progress bar fill up, and feel the dopamine flow.

C. Whoever made up the mistletoe thing was crazy. You know what's not? Updating your app."

This... also serves no useful purpose.

nofunsir•1h ago
This should be illegal if auto-updates are enabled or eventual updates are forced. Not joking.

Nowhere else in society do we allow such self-serving laziness and unethical negligence (looking at you, purposely destroying backwards compatibility of APIs) at a professional level. Most other professions have steep legal consequences if they hide their actions or inactions.

a40yoStudent•1h ago
Release notes are read by apps stores approvers to determine reasons to reject your update. Better remain vague.
pletsch•1h ago
I think a lot of it boils down to your goals with it, I'm personally very engaged with my user base and take pride in my communication and you may not value that over less work/more dev time. This is also for an internal tool but the audience is diverse (500+ devs, cybersecurity engineers, leadership, writers, etc), I stick with one set of release notes for a few reasons:

- One location, people who may fall into multiple categories (or none) don't need to check multiple places, users also know that all my communication will be via that page/they don't have to wonder if they're missing something

- As much as some detail doesn't matter to certain audiences, I find being able to give all the detail you want a user to know while maintaining readability to less technical audiences is a skill worth developing because the result is regardless of where your notes end up, the person will understand what's changed and why it matters

- Maintaining multiple versions leads to mistakes, at some point you'll leave out a detail to one audience that matters so letting the user mentally filter what they don't care about takes the onus to get it right 100% of the time off of you. I'll often categorize my changes by the section that had the change to help users with this.

- This is a personal preference and you touched on this one but it's just far less work, I've found it common in tech that people don't want to do things more than once or they'll automate it/look for shortcuts and this is no different. This isn't always a bad thing but getting release notes right means your users stay informed/use new features which is why we build them so I think it's worth putting my energy into doing it properly every time

sevensor•53m ago
I’m in a similar place with an internal tool. I have a two part changelog. In the first part, each release gets 50 words or less justifying its existence. This is ready to be copy pasted for management consumption. The second part goes into detail about what’s in the release, for technical people who care about those details.
apothegm•1h ago
Most stakeholders only need to hear about major milestones. They don’t get release notes. They get weekly or monthly memos on what the department is accomplishing.

Unless you’re developing open source or developer APIs/SDKs, end users don’t care about release notes. The KB needs to get updated, and meaningful feature improvements get announced in newsletters or blog posts every N weeks. A good customer experience team will take care of this based on raw release notes, and also notify customers who reported bugs when those bugs are fixed.

Engineers working on the product get raw release notes.

Engineers integrating the product ideally get something edited a bit to be maximally useful when working out how to upgrade — Django’s release notes are something to aspire to.

hobofan•1h ago
Whether you need a secondary set of release notes is almost purely a "marketing" decision, and should as much as possible be treated as such. Doing that is also usually way more effort (e.g. producing screenshots, etc.) than just writing plain release notes for a purse software engineer audience.

I think crafting good release notes (that go beyond automated release notes generated based on conventional commits, which are mostly good for bug hunting), is still a mainly manual and tedious process, though after the first few decent hand-crafted ones, the first draft can be handed off to an LLM these days.

malux85•1h ago
Hardly anyone reads them, and unless you are a dev tool which might require more depth, just give a bullet point list of changes. Don’t overthink it, nobody cares.
yearolinuxdsktp•1h ago
Internal release notes:

* consisting of PRs merged since last release. (This is better than manually updating CHANGELOG. Do not allow direct commits to main w/o a PR.)

* internal audience is engineering, PMs, customer success & support, these do not leave the company.

* PRs can be examined for more context if needed. This is a good enough balance between noise & automation.

* If you use a working tracking system like JIRA or GitHub issues, join the PRs w/ the system to output priority and other labels (like Feature/Bug). This will help internal stakeholders quickly identify how important each line is. Sort by priority and/or group by labels.

External release notes:

* manually updated log of important changes, such as new features or other larger changes. These do not include all bug fixes.

* visible to customers.

* do not mention version numbers, only dates. You do not want to leak how often you release, or customers will start demanding release notes per version or dictating your release schedule.

When you fix bugs for customers, tell them what day/time the bug fix went live.

Obtaining set of PRs merged since last release is non-trivial, but doable.

lysace•1h ago
I don't think it's worth having multiple versions. It's more important to have at least one well-written version.

What I've seen work well for a UI-centric service: Let a UX person craft the release notes and a product person edit/tweak them.

dvh•1h ago
First sentence (after name on the product and version number) should be short deception what the product is. Then list of changes.
hxtk•1h ago
The change log for developers/administrators/etc. comes from the Git history. We use conventional commits. Breaking changes in the semantic version of a subcomponent means, "If you're operating this service, you can't just bump the container version and keep your current config.

The change log for end users comes from the JIRA board for the release, looking at what tickets got closed that release cycle, and it usually requires some amount of human effort to rewrite.

unfunco•1h ago
Conventional commits along with Release Please: https://github.com/googleapis/release-please-action

I've used feat/feat(pub):, fix/fix(pub):, etc before to automatically separate changelogs into internal/public.

madaxe_again•1h ago
I’ve always gone for a document that expands fractally - that is to say, the title is clear, the opening paragraph gives an overview that a stakeholder would want, the following paragraphs give top level detail for a quick skim/end users, and then you delve into the detail of each feature/fix/etc.

The first sentence should inform of any breaking changes or major (e.g. security) fixes. For instance:

We are pleased to announce the release of version 2.2.1, which includes several fixes for major issues, includes one change which will require action on your part, 36 bug fixes, 12 enhancements, and the new combine harvester feature.

And then you drill into the top level. Also, categorise, it helps people find stuff.

bluenose69•51m ago
I use a phone app called 'transit' to find out where the buses are at any moment. It's a great app for a lot of reasons, but the reason I was drawn to it at first was their witty release notes.

As the author of an R package, my release notes are much drier and businesslike. The package is quite static, so releases are mainly bug fixes. I start each item with either 'Add' or 'Change', then I name the function, and then I supply a short descriptive phrase and end with a link to the github issue where where users can see why the change was made, and what the code differences were.

I realize that this is not an answer to the question, really, because all users of the R package are basically on an even footing, in terms of knowing the R language and the science that the package is intended to support. If there is something transferrable to the OP's use-case, I guess it is to be systematic and terse, and to use a fairly fixed way of writing (being aware that not all users have English as the first language).

onion2k•50m ago
do you feel like more than one set is needed?

No. The release notes are for the end user.

There should be a separate changelog for technical users. This documents changes to the software including things that are invisible to users. For example, adding some unit tests wouldn't be in the release notes but it would be in the changelog.

Stakeholder comms is an entirely separate, but equally as important, thing. That should include information about impact the release is expected to have, what dependencies it impacts, and who gets the credit for work in the release.

Uvix•49m ago
Our release notes are all internal.

Each user story has separate fields with summary information, testing notes, and technical information for developers. The release process pulls the information from the linked user stories into an Excel spreadsheet, and the non-technical users just ignore that column.

captn3m0•47m ago
This was a discussion point at the WriteTheDocs conference this year, and lots of teams were managing multiple release docs: changelog (mostly automated and granular), then release notes for notifying customers, followed by feature specific announcement blogs, which get condensed to the notification feature in the app itself.

One of the things that stood out was the need for the docs teams to have visibility and early notice about what is going into a release. Some teams mentioned using slack emojis for markers to help review what is proposed for promotion for eg. another was the buy-in to treat these various docs as strict release requirements (will you be willing to block a release because the docs aren’t ready?)

Lots of LLM-driven tooling attempts, but the Ghostty one is the only one I remember reading publicly.

moltar•32m ago
For npm ecosystem I use changesets.
spockz•13m ago
For us it is relatively straightforward. Every release gets one single post. It always gets a title highlighting the most important change highlighting why people want to upgrade. This is followed by a short summary of which usecase is now supported by a change we did (either added feature or some enhancement). This is again followed by a detailed story on the items above and finally a granular list of security, interface changes, etc., pointing at the relevant ticket number containing for each change the full reasoning and history.

Mostly this is a manual effort on the textual bit. A PR is required to indicate whether something is worthy to be specifically mentioned in the release notes. The list of concrete changes is automated.