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Ask HN: Corporate Disconnect Between "Tokenmaxxing" and Token Optimization

3•mc-0•43m ago
About 6 months ago I joined a new team within a top ten F500 company. My new boss strictly mandated AI use with the key principle being: "You shouldn't be manually writing any code".

Since then its been all agents, skills, MCP, harnesses, custom in-house frameworks, and running Opus 4.7 high non-stop.

Now at a company level, there are "encouraged attendance" workshops getting scheduled to learn how to optimize one's token use now that API pricing is becoming the norm at an enterprise level.

The direction I got from my direct leadership was very direct. AI / agents lead everything and the expectation is the team moves as quickly as it has. But the truth is most engineers candidly acknowledge: we don't fully understand anything. Especially because agents are also churning out the content of architectural documentation and user story requirements and acceptance criteria.

I feel like this is a situation where I am directly responsible for the non-deterministic output of these tools. The solution I get from my supervisor for any problem literally boils down to "You need to use an agent, skill, etc.".

Is anyone else going through this tug of war? How is it going?

Rux: A new, young, system programming language

https://rux-lang.dev
1•feliceme•31s ago•0 comments

Toxic Propellant Hazards – 1958 NASA/KSC Film [video]

https://www.youtube.com/watch?v=Zha9DyS-PPA
1•madaxe_again•31s ago•0 comments

Writing Advice Is a Lie

https://www.commonreader.co.uk/p/writing-advice-is-a-lie
1•jruohonen•2m ago•0 comments

Polanyi's Paradox

https://en.wikipedia.org/wiki/Polanyi%27s_paradox
1•layer8•2m ago•0 comments

Profile of Tilly Norwood, an AI 'Actress' (Gift Link)

https://www.nytimes.com/2026/05/31/magazine/ai-actress-tilly-norwood.html
1•npilk•3m ago•0 comments

Show HN: Agentpack – isolated config layers for Claude Code, Codex, and OpenCode

https://nexo.sh/posts/agentpack/
1•nexo-v1•4m ago•0 comments

Wikipedia editors plot strike and banner sabotage after Wikimedia layoffs

https://www.theregister.com/software/2026/05/30/wikipedia-editors-plot-strike-and-banner-sabotage...
1•Logans_Run•7m ago•0 comments

Why Some Eggs Have Deep Orange Yolks While Others Look Pale

https://brieflycurious.com/egg-yolk-color-orange-vs-pale-yellow-hen-diet-xanthophylls-flavor-nutr...
1•matkoone•8m ago•0 comments

Canonical takes over Flutter desktop maintenance and roadmap

https://www.omgubuntu.co.uk/2026/05/flutter-desktop-canonical-maintained
1•redbell•9m ago•0 comments

The Terminal Star – The dopamine machine that writes your code

https://www.tyleo.com/blog/the-terminal-star
1•tyleo•12m ago•0 comments

Russians make mass cash withdrawals amid internet shutdowns

https://english.elpais.com/international/2026-05-31/russians-make-mass-cash-withdrawals-amid-inte...
3•geox•13m ago•0 comments

The solution might be cancelling my AI subscription

https://thoughts.hmmz.org/2026-05-31.html
1•dmw_ng•13m ago•0 comments

QEMU relaxes policy on AI-generated contributions

https://lists.nongnu.org/archive/html/qemu-devel/2026-05/msg07614.html
1•tambourine_man•14m ago•0 comments

HN Reader – Browse Hacker News and Clip Articles to Obsidian

https://hn.jsdev.space/
1•javatuts•15m ago•0 comments

Photons behave if you try to cut them

https://www.newscientist.com/article/2528339-photons-behave-very-strangely-if-you-try-to-cut-them/
2•emot•16m ago•0 comments

The people who actually want AI to replace humanity

https://www.vox.com/future-perfect/489976/ai-successionism-transhumanism-posthumanism
4•plastic-enjoyer•16m ago•0 comments

The Difference Between Incident and Catastrophe

https://cabreza.substack.com/p/the-difference-between-incident-and
1•fathermarz•17m ago•0 comments

[H2] Enable RDP and Remote Registry on Win 10 or 11 – Risks and Considerations

https://tsplus.net/advanced-security/blog/enable-rdp-remote-registry-windows-10-or-11/
1•rolph•18m ago•0 comments

Kambo: What is the frog poison 'spiritual ritual' killing detoxers?

https://www.aljazeera.com/news/2026/5/29/kambo-what-is-the-frog-poison-spiritual-ritual-killing
1•YeGoblynQueenne•19m ago•0 comments

AI bots ignore evidence. Can we trust them with science?

https://www.sciencenews.org/article/ai-ignore-evidence-trust-science
2•YeGoblynQueenne•20m ago•0 comments

Show HN: Use Chrome DevTools Protocol to Control WinForm/MFC Apps

https://github.com/AIGCEra/Creator
2•tangramdev•21m ago•0 comments

Cloudflare Turnstile requiring fingerprintable WebGL

https://hacktivis.me/articles/cloudflare-turnstile-webgl-fingerprinting
6•HypnoticOcelot•23m ago•1 comments

Claude Code and Codex Can Have Real-Time Conversation via Git

https://medium.com/@Koukyosyumei/claude-code-and-codex-can-have-real-time-conversation-via-git-f9...
1•syumei•24m ago•1 comments

Frost: [Browser] Fingerprinting Remotely Using OPFS-Based SSD Timing [pdf]

https://hannesweissteiner.com/pdfs/frost.pdf
2•simjnd•26m ago•0 comments

New DuckDB-Iceberg Features in v1.5.3

https://duckdb.org/2026/05/29/new-iceberg-features
1•tosh•30m ago•0 comments

A local-first explainer-video generator (Kokoro TTS, no cloud, no paid SaaS)

https://github.com/nemock/video-explainer-system
1•nemock•31m ago•0 comments

Content Distributor & tool builder

1•Arbinv•34m ago•0 comments

Why Technical Founders Struggle with Marketing

https://contentstack.substack.com/p/why-technical-founders-struggle-with
2•thaliabarrera•34m ago•1 comments

Radiation Device Placed in Brain Cuts Tumor Recurrence, Boosts Survival

https://www.wsj.com/health/healthcare/radiation-device-placed-in-brain-cuts-tumor-recurrence-boos...
1•bookofjoe•36m ago•1 comments

Functional vs. Array Programming (2021) [video]

https://www.youtube.com/watch?v=UogkQ67d0nY
1•tosh•36m ago•0 comments