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Show HN: A sandboxed execution environment for AI agents via WASM

https://github.com/Parassharmaa/agent-sandbox
1•paraaz•2m ago•0 comments

Wine-Staging 11.2 Brings More Patches to Help Adobe Photoshop on Linux

https://www.phoronix.com/news/Wine-Staging-11.2
2•doener•2m ago•0 comments

The Nature of the Beast

https://cinemasojourns.com/2026/02/07/the-nature-of-the-beast/
1•jjgreen•3m ago•0 comments

From Prediction to Compilation: A Manifesto for Intrinsically Reliable AI

1•JanusPater•3m ago•0 comments

Show HN: Curated list of 1000 open source alternatives to proprietary software

https://opensrc.me
1•ZenithSoftware•5m ago•0 comments

AI's Real Problem Is Illegitimacy, Not Hallucination

1•JanusPater•6m ago•0 comments

'I fell into it': ex-criminal hackers urge UK pupils to use web skills for good

https://www.theguardian.com/technology/2026/feb/08/i-fell-into-it-ex-criminal-hackers-urge-manche...
1•robaato•7m ago•0 comments

Why 175-Year-Old Glassmaker Corning Is Suddenly an AI Superstar

https://www.wsj.com/tech/corning-fiber-optics-ai-e045ba3b
1•bookofjoe•7m ago•1 comments

Keeping WSL Alive

https://shift1w.com/blog/keeping-wsl-alive/
1•jakesocks•8m ago•0 comments

Unlocking core memories with GoldSrc engine and CS 1.6 (2025)

https://www.danielbrendel.com/blog/43-unlocking-core-memories-with-goldsrc-engine
2•foxiel•9m ago•0 comments

Gtrace an advanced network path analysis tool

https://github.com/hervehildenbrand/gtrace
2•jimaek•9m ago•0 comments

America does not trust Putin or Trump

https://re-russia.net/en/review/809/
1•mnky9800n•13m ago•0 comments

Let's Do Music in Linux [video]

https://www.youtube.com/watch?v=IHgsOdoLuBU
1•mariuz•14m ago•0 comments

"Nothing" is the secret to structuring your work

https://www.vangemert.dev/blog/nothing
1•spmvg•18m ago•0 comments

AI Makes the Easy Part Easier and the Hard Part Harder

https://www.blundergoat.com/articles/ai-makes-the-easy-part-easier-and-the-hard-part-harder
1•birdculture•19m ago•0 comments

Show HN: Fine-tuned Qwen2.5-7B on 100 films for probabilistic story graphs

https://cinegraphs.ai/
1•graphpilled•19m ago•1 comments

A failed wantrepreneur's view on common startup advice

https://developerwithacat.com/blog/202602/startup-advice/
1•mmarian•20m ago•0 comments

Show HN: BestClaw Simple OpenClaw/MoltBot for non tech people

https://bestclaw.host/
2•nihey•20m ago•0 comments

AI is making me anxious and stupid

https://tom.so/posts/ai-is-making-me-anxious-and-stupid
1•tomupom•23m ago•0 comments

Show HN: Real-time path tracing of medical CT volumes in the browser via WebGPU

https://grenzwert.net/
2•MickGorobets•27m ago•1 comments

United States – Crypto Scam Help – Intelligence Cyber Wizard Safe Guide

1•Forensics•30m ago•0 comments

What to Do After a Crypto Scam (USA) Intelligence Cyber Wizard Explained

1•Forensics•31m ago•0 comments

The Physics of 588: A 17.64μm Isolation Barrier Strategy for 5nm Process

https://github.com/eggpine84-del/NHE-CODING
1•eggpine84•31m ago•0 comments

My Eighth Year as a Bootstrapped Founder

https://mtlynch.io/bootstrapped-founder-year-8/
1•mtlynch•32m ago•0 comments

Data Modelling Open Source

https://github.com/sqlmodel/sqlmodel
1•Sean766•35m ago•0 comments

Mid-life transitions

https://blogs.gnome.org/chergert/2026/02/06/mid-life-transitions/
2•pabs3•35m ago•0 comments

My Airships – My "No. 9," the Little Runabout

https://en.wikisource.org/wiki/My_Airships/Chapter_22
1•interstice•36m ago•0 comments

Show HN: Portview, A diagnostic-first port viewer for Linux (~930 KB, zero deps)

https://github.com/Mapika/portview
5•Mapika•36m ago•0 comments

Show HN: Claude has a compiler, I have SlopScript

https://slopscript.netlify.app/
1•hiten_sharma•39m ago•0 comments

Context Is Part of the Game

https://joy.pm/context-is-part-of-the-code/
1•rafadc•40m 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.