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An AI model that can read and diagnose a brain MRI in seconds

https://www.michiganmedicine.org/health-lab/ai-model-can-read-and-diagnose-brain-mri-seconds
1•hhs•2m ago•0 comments

Dev with 5 of experience switched to Rails, what should I be careful about?

1•vampiregrey•5m ago•0 comments

AlphaFace: High Fidelity and Real-Time Face Swapper Robust to Facial Pose

https://arxiv.org/abs/2601.16429
1•PaulHoule•6m ago•0 comments

Scientists discover “levitating” time crystals that you can hold in your hand

https://www.nyu.edu/about/news-publications/news/2026/february/scientists-discover--levitating--t...
1•hhs•8m ago•0 comments

Rammstein – Deutschland (C64 Cover, Real SID, 8-bit – 2019) [video]

https://www.youtube.com/watch?v=3VReIuv1GFo
1•erickhill•8m ago•0 comments

Tell HN: Yet Another Round of Zendesk Spam

1•Philpax•8m ago•0 comments

Postgres Message Queue (PGMQ)

https://github.com/pgmq/pgmq
1•Lwrless•12m ago•0 comments

Show HN: Django-rclone: Database and media backups for Django, powered by rclone

https://github.com/kjnez/django-rclone
1•cui•15m ago•1 comments

NY lawmakers proposed statewide data center moratorium

https://www.niagara-gazette.com/news/local_news/ny-lawmakers-proposed-statewide-data-center-morat...
1•geox•16m ago•0 comments

OpenClaw AI chatbots are running amok – these scientists are listening in

https://www.nature.com/articles/d41586-026-00370-w
2•EA-3167•17m ago•0 comments

Show HN: AI agent forgets user preferences every session. This fixes it

https://www.pref0.com/
5•fliellerjulian•19m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model

https://github.com/ghostty-org/ghostty/pull/10559
2•DustinEchoes•21m ago•0 comments

Show HN: SSHcode – Always-On Claude Code/OpenCode over Tailscale and Hetzner

https://github.com/sultanvaliyev/sshcode
1•sultanvaliyev•21m ago•0 comments

Microsoft appointed a quality czar. He has no direct reports and no budget

https://jpcaparas.medium.com/microsoft-appointed-a-quality-czar-he-has-no-direct-reports-and-no-b...
2•RickJWagner•23m ago•0 comments

Multi-agent coordination on Claude Code: 8 production pain points and patterns

https://gist.github.com/sigalovskinick/6cc1cef061f76b7edd198e0ebc863397
1•nikolasi•23m ago•0 comments

Washington Post CEO Will Lewis Steps Down After Stormy Tenure

https://www.nytimes.com/2026/02/07/technology/washington-post-will-lewis.html
9•jbegley•24m ago•1 comments

DevXT – Building the Future with AI That Acts

https://devxt.com
2•superpecmuscles•25m ago•4 comments

A Minimal OpenClaw Built with the OpenCode SDK

https://github.com/CefBoud/MonClaw
1•cefboud•25m ago•0 comments

The silent death of Good Code

https://amit.prasad.me/blog/rip-good-code
3•amitprasad•25m ago•0 comments

The Internal Negotiation You Have When Your Heart Rate Gets Uncomfortable

https://www.vo2maxpro.com/blog/internal-negotiation-heart-rate
1•GoodluckH•27m ago•0 comments

Show HN: Glance – Fast CSV inspection for the terminal (SIMD-accelerated)

https://github.com/AveryClapp/glance
2•AveryClapp•28m ago•0 comments

Busy for the Next Fifty to Sixty Bud

https://pestlemortar.substack.com/p/busy-for-the-next-fifty-to-sixty-had-all-my-money-in-bitcoin-...
1•mithradiumn•29m ago•0 comments

Imperative

https://pestlemortar.substack.com/p/imperative
1•mithradiumn•30m ago•0 comments

Show HN: I decomposed 87 tasks to find where AI agents structurally collapse

https://github.com/XxCotHGxX/Instruction_Entropy
2•XxCotHGxX•33m ago•1 comments

I went back to Linux and it was a mistake

https://www.theverge.com/report/875077/linux-was-a-mistake
3•timpera•34m ago•1 comments

Octrafic – open-source AI-assisted API testing from the CLI

https://github.com/Octrafic/octrafic-cli
1•mbadyl•36m ago•1 comments

US Accuses China of Secret Nuclear Testing

https://www.reuters.com/world/china/trump-has-been-clear-wanting-new-nuclear-arms-control-treaty-...
3•jandrewrogers•37m ago•2 comments

Peacock. A New Programming Language

2•hashhooshy•41m ago•1 comments

A postcard arrived: 'If you're reading this I'm dead, and I really liked you'

https://www.washingtonpost.com/lifestyle/2026/02/07/postcard-death-teacher-glickman/
4•bookofjoe•42m ago•1 comments

What to know about the software selloff

https://www.morningstar.com/markets/what-know-about-software-stock-selloff
2•RickJWagner•46m ago•0 comments
Open in hackernews

How Calyssa Is Built to Strengthen Self-Reflection and Insight

https://www.calyssa.ai/
1•bryanherediax•7mo ago

Comments

bryanherediax•7mo ago
One of the core ideas behind Calyssa is that journaling isn’t just about expressing, it’s about understanding. The deeper your self-reflection, the more clarity you gain. And that clarity insight is what actually leads to growth.

Turns out, there’s a well-validated psychological model that captures exactly this. It’s called the Self‑Reflection and Insight Scale (SRIS). We came across this while working with our cognitive behavioral therapist advisor, and it’s had a big influence on how we’re designing Calyssa.

What is the SRIS?

Developed by Grant, Franklin & Langford (2002), the SRIS breaks personal reflection into two measurable skills:

Self‑Reflection: your tendency to explore your thoughts, feelings, and behaviors with curiosity (not anxiety). It’s cognitively driven, not emotional spiraling.

Insight: your ability to understand why you think or feel the way you do, the ability to connect the dots in your internal experience.

These two are tightly linked. Reflection is the process. Insight is the outcome.

Sample statements from the SRIS:

Self-Reflection items:

“I frequently examine my feelings.”

“It is important for me to understand how my thoughts arise.”

“I often take time to reflect on my thoughts.”

Insight items:

“I usually know why I feel the way I do.”

“I usually have a very clear idea about why I’ve behaved in a certain way.”

“I often don’t quite know what I really feel.” (reverse-scored)

Research shows that:

High self-reflection scores correlate with increased curiosity and emotional awareness.

High insight scores correlate with reduced anxiety and stronger self-regulation.

How Calyssa builds on this:

Calyssa isn’t just a journal—it’s a framework for strengthening these exact abilities.

We use SRIS-informed design to guide prompts that encourage meaningful reflection, not just data entry.

We’re building an insight engine that highlights patterns in your writing, moods, themes, shifts over time—helping you see what you might not catch in the moment.

We’re integrating a feedback loop, where you can actually track how your self-reflection and insight evolve over time—turning personal growth into something you can visualize.

And of course, it’s all encrypted and private. Your thoughts stay yours.

Why this matters:

Anyone can write things down. But to actually understand yourself, that’s the real power of journaling. Calyssa is being built to help you do that better, with tools grounded in real psychology.

We’re still early, but this is the north star. If you’re curious about the SRIS model or how we’re applying it, let’s talk. And if you want to try the beta and shape what this becomes, we’d love your input.