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Signal-Based Adaptive Orchestration: When to Use One AI vs. Many

https://www.blundergoat.com/articles/sbao-5-week-to-5-hours
1•blundergoat•2h ago

Comments

blundergoat•2h ago
Happy to discuss the framework or where it breaks down. The TL;DR: ~90% single AI, ~10% signal-triggered multi-AI escalation. The hard part is knowing when to escalate - I use three gut-check signals (Loophole Detector, Annoyance Factor, Sniff Test).

The Assistant Axis: Situating/Stabilizing the Default Persona of Language Models

https://arxiv.org/abs/2601.10387
1•lawrenceyan•38s ago•0 comments

Self-Serve account takeover protection with FusionAuth [video]

https://www.youtube.com/watch?v=wAkZEjOMsrQ
1•mooreds•38s ago•0 comments

Why the Tech World Is Going Crazy for Claude Code [video]

https://www.youtube.com/watch?v=DcZWMQ_UL2o
1•mooreds•2m ago•0 comments

OAuth 2.0 Rich Authorization Requests (2023)

https://datatracker.ietf.org/doc/html/rfc9396
1•mooreds•2m ago•0 comments

The Unexpected Logic of Art Economics: Arts and Inequality in 80s NY (2020)

https://www.gothamcenter.org/blog/unexpected-logic-art-economics
1•hyperific•5m ago•0 comments

I found a secret protocol in Predator Spyware – iOS

https://www.youtube.com/watch?v=Q5A2Ydd1L9A
1•tonygo•7m ago•1 comments

Her 10 Years Instagram Handle Was 'Metaverse.' Last Month, It Vanished. (2021)

https://www.nytimes.com/2021/12/13/technology/instagram-handle-metaverse.html
1•airhangerf15•9m ago•0 comments

Global Renewables Watch

https://github.com/microsoft/global-renewables-watch
1•toomuchtodo•12m ago•1 comments

Italian fashion designer Valentino dies at 93

https://www.npr.org/2026/01/19/1114518694/valentino-garavani-dead
4•andsoitis•15m ago•0 comments

Show HN: Lite Bible – A fast, minimalist Bible reader

https://litebible.org/
2•foxinthebox•15m ago•1 comments

Show HN: Sign and initial PDFs in the browser (no uploads)

https://instantpdfsign.com
1•assetofbaskets•16m ago•0 comments

Simple Sabotage Field Manual [pdf]

https://www.cia.gov/static/5c875f3ec660e092cf893f60b4a288df/SimpleSabotage.pdf
3•praptak•16m ago•0 comments

Can AI Pass Freshman CS? [video]

https://www.youtube.com/watch?v=56HJQm5nb0U
1•Antibabelic•16m ago•0 comments

Solidity 0.8.32/0.8.33

https://www.soliditylang.org/blog/2025/12/18/solidity-0.8.32-0.8.33-release-announcement/
1•andrewstetsenko•17m ago•0 comments

Show HN: Imagine Play – Generated stories with illustrations and narration

https://imagineplay.org/
2•foxinthebox•18m ago•0 comments

Well, There Goes the Metaverse

https://techcrunch.com/2026/01/19/well-there-goes-the-metaverse/
3•belter•19m ago•1 comments

Joe Armstrong and Jeremy Ruston – Intertwingling the Tiddlywiki with Erlang [video]

https://www.youtube.com/watch?v=Uv1UfLPK7_Q
1•kerim-ca•19m ago•0 comments

Another Way to Rate Incidents

https://surfingcomplexity.blog/2025/12/22/another-way-to-rate-incidents/
1•azhenley•19m ago•0 comments

Why high-cardinality workloads fail differently in Prometheus vs. ClickHouse

https://last9.io/blog/high-cardinality-metrics-prometheus-clickhouse/
1•nishantmodak•20m ago•0 comments

A16Z hires acquitted former Marine Daniel Penny as an investor

https://techcrunch.com/2025/02/04/a16z-hires-acquitted-former-marine-daniel-penny-as-an-investor/
2•ian_d•21m ago•2 comments

Ask HN: Why not have cemeteries for lines of descent?

2•amichail•22m ago•2 comments

AI Engineering: Pi 5 x K8s x Nvidia GPU passthrough [video]

https://www.youtube.com/shorts/3W_t9fJ1R1Q
1•johnsmith2076•23m ago•0 comments

Just because Linus Torvalds vibe codes doesn't mean it's a good idea

https://www.theregister.com/2026/01/16/linus_torvalds_vibe_coding/
3•CrankyBear•23m ago•1 comments

Trump's Crypto Gamble

https://www.foreignaffairs.com/united-states/trumps-crypto-gamble
3•petethomas•26m ago•0 comments

Ask HN: When has humanities/history knowledge helped you in tech?

1•amadeuswoo•29m ago•2 comments

Show HN: GitClassic.com, GitHub circa 2015 without JS & AI

https://gitclassic.com
2•heythisischris•30m ago•0 comments

New in Llama.cpp: Anthropic Messages API

https://huggingface.co/blog/ggml-org/anthropic-messages-api-in-llamacpp
1•gslin•30m ago•0 comments

Stop resetting your product philosophy every quarter

2•jchitla•31m ago•1 comments

2.4x Faster Token Generation on CPU – Without Sacrificing Persona

https://github.com/dingste/mallama
1•dingte•33m ago•0 comments

The Loss of Stop Conditions in Modern Life

https://www.slideshare.net/slideshow/anchors-and-constraints-practical-cognitive-hygiene-in-moder...
3•realitydrift•33m ago•1 comments