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NY lawmakers proposed statewide data center moratorium

https://www.niagara-gazette.com/news/local_news/ny-lawmakers-proposed-statewide-data-center-morat...
1•geox•46s ago•0 comments

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

https://www.nature.com/articles/d41586-026-00370-w
1•EA-3167•59s ago•0 comments

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

https://www.pref0.com/
2•fliellerjulian•3m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model

https://github.com/ghostty-org/ghostty/pull/10559
2•DustinEchoes•5m ago•0 comments

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

https://github.com/sultanvaliyev/sshcode
1•sultanvaliyev•5m 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...
1•RickJWagner•7m ago•0 comments

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

https://gist.github.com/sigalovskinick/6cc1cef061f76b7edd198e0ebc863397
1•nikolasi•7m 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
2•jbegley•8m ago•0 comments

DevXT – Building the Future with AI That Acts

https://devxt.com
2•superpecmuscles•8m ago•4 comments

A Minimal OpenClaw Built with the OpenCode SDK

https://github.com/CefBoud/MonClaw
1•cefboud•9m ago•0 comments

The silent death of Good Code

https://amit.prasad.me/blog/rip-good-code
2•amitprasad•9m 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•11m ago•0 comments

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

https://github.com/AveryClapp/glance
2•AveryClapp•12m 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•12m ago•0 comments

Imperative

https://pestlemortar.substack.com/p/imperative
1•mithradiumn•13m ago•0 comments

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

https://github.com/XxCotHGxX/Instruction_Entropy
1•XxCotHGxX•17m 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•18m ago•1 comments

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

https://github.com/Octrafic/octrafic-cli
1•mbadyl•20m 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-...
2•jandrewrogers•20m ago•1 comments

Peacock. A New Programming Language

2•hashhooshy•25m 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/
3•bookofjoe•26m ago•1 comments

What to know about the software selloff

https://www.morningstar.com/markets/what-know-about-software-stock-selloff
2•RickJWagner•30m ago•0 comments

Show HN: Syntux – generative UI for websites, not agents

https://www.getsyntux.com/
3•Goose78•31m ago•0 comments

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

https://jpcaparas.medium.com/ab75cef97954
2•birdculture•31m ago•0 comments

AI overlay that reads anything on your screen (invisible to screen capture)

https://lowlighter.app/
1•andylytic•32m ago•1 comments

Show HN: Seafloor, be up and running with OpenClaw in 20 seconds

https://seafloor.bot/
1•k0mplex•33m ago•0 comments

Tesla turbine-inspired structure generates electricity using compressed air

https://techxplore.com/news/2026-01-tesla-turbine-generates-electricity-compressed.html
2•PaulHoule•34m ago•0 comments

State Department deleting 17 years of tweets (2009-2025); preservation needed

https://www.npr.org/2026/02/07/nx-s1-5704785/state-department-trump-posts-x
4•sleazylice•34m ago•1 comments

Learning to code, or building side projects with AI help, this one's for you

https://codeslick.dev/learn
1•vitorlourenco•35m ago•0 comments

Effulgence RPG Engine [video]

https://www.youtube.com/watch?v=xFQOUe9S7dU
1•msuniverse2026•36m 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.