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Show HN: Build AI Agents Declaratively with Terraform

https://github.com/chatbotkit/terraform-provider-chatbotkit
2•_pdp_•1h ago
We just released a Terraform provider for ChatBotKit.

Conversational AI agents are composed of interdependent resources - bots, skillsets, datasets, integrations. Terraform's dependency graph is a natural fit for this. You can declare a complete agent deployment - bot personality, model, RAG dataset, abilities, Slack/Discord/WhatsApp integrations - and terraform apply handles the ordering.

The provider supports ~20 resource types including MCP server integrations (for tool use), portal widgets, and various channel integrations.

Would love feedback from anyone managing AI agents at scale or doing IaC for conversational systems. What's missing? What would make this actually useful for your workflow?

Show HN: First party analytics pipeline on Cloudflare with DuckDB

https://try.icelight.dev/
1•cliftonc•3m ago•0 comments

Your workflow system just runs DAGs

https://blog.julik.nl/2026/01/on-the-way-to-step-functions-part-2
1•julik•5m ago•0 comments

Robust Conditional 3D Shape Generation from Casual Captures

https://facebookresearch.github.io/ShapeR/
1•lastdong•12m ago•0 comments

Oxfam's wealth inequality report 2026: Resisting the Rule of the Rich

https://policy-practice.oxfam.org/resources/resisting-the-rule-of-the-rich-621776/
1•kleiba•14m ago•0 comments

I Analyzed 28 Months of Data. Here's Why Story Points Are a Broken Tool

https://ksaweryskowron.substack.com/p/storypoints-are-not-good-planning-tool
1•PretzelFisch•15m ago•0 comments

Show HN: Meddle – Integrate, collect, manage and analyze realtime data

https://meddleconnect.com
1•MicheleLacorte•18m ago•0 comments

Fast_topk_batched: High-performance batched Top-K selection for CPU inference

https://github.com/RAZZULLIX/fast_topk_batched
1•thunderbong•19m ago•0 comments

Show HN: Kuse Cowork – An open source, BYOK alternative to Claude Cowork

https://github.com/kuse-ai/kuse_cowork
1•rctstudio2018•21m ago•0 comments

Washington's Covert Strike at the Heart of Iran's Power Structure

https://open.substack.com/pub/ajmals/p/us-strategic-shock-signal-to-iran
2•Gym-Berlin•24m ago•1 comments

Show HN: A Tailwind component generator focused on design quality, not AI "slop"

https://inspi.me/
1•yogourt•25m ago•1 comments

Show HN: Free tool to see how your thumbnail looks like on YouTube

https://www.awesomefreetools.xyz
1•awesomepotato•26m ago•0 comments

Alan MacMasters Hoax

https://en.wikipedia.org/wiki/Alan_MacMasters_hoax?wprov=sfti1
1•m-hodges•27m ago•0 comments

I fashioned each Fediverse instance into a star

https://100kstars.contained.love/
1•r0k1s_i•28m ago•0 comments

Bun Is Fast, Until Latency Matters for Next.js Workloads

https://blog.platformatic.dev/bun-is-fast-until-latency-matters-for-nextjs-workloads
1•gempir•28m ago•0 comments

Teaching RL Replay Buffers to Remember Long-Horizon Rewards (PyTorch)

https://domezsolt.substack.com/p/hippotorch-teaching-rl-agents-to
3•ashby_r•31m ago•0 comments

Web3 writing platform for Web3 writers

https://www.sigle.io/
1•janandonly•35m ago•0 comments

Which cryptexes does macOS Tahoe load?

https://eclecticlight.co/2026/01/19/which-cryptexes-does-macos-tahoe-load/
2•chmaynard•36m ago•0 comments

Looper.sh: yet another coding loop script

https://www.nibzard.com/looper-article
1•nkko•36m ago•0 comments

Why India's plan to make AI companies pay for training data should go global

https://restofworld.org/2026/india-ai-data-license-fee/
2•i7l•36m ago•0 comments

importmap.lock: A Lockfile for the Web

https://nesbitt.io/2026/01/19/importmap-lock.html
1•chmaynard•38m ago•0 comments

Show HN: Appa (POC): Self-shipping task queue via Linear & Claude Code

https://github.com/kxzk/appa
1•beigebrucewayne•40m ago•1 comments

Quantum 'alchemy' made feasible with excitons

https://phys.org/news/2026-01-quantum-alchemy-feasible-excitons.html
1•pseudolus•41m ago•0 comments

What's Worrying Jonathan Haidt Now?

https://calnewport.com/whats-worrying-jonathan-haidt-now/
2•chmaynard•42m ago•0 comments

40% of Kids Can't Read and Teachers Are Quitting [video]

https://www.youtube.com/watch?v=XTugyu2F0pc
3•squillion•43m ago•0 comments

China's birth rate hits record low as population continues to shrink

https://www.bbc.com/news/articles/c79r7v7qr53o
2•pseudolus•44m ago•0 comments

DeGoogled Phones, Made in Europe

https://tuta.com/blog/degoogled-phones
4•jruohonen•44m ago•1 comments

Nvidia Contacted Anna's Archive to Access Books

https://torrentfreak.com/nvidia-contacted-annas-archive-to-secure-access-to-millions-of-pirated-b...
5•antonmks•50m ago•4 comments

Cara Menonaktifkan Akun Shopee [Spinjam] & Menghapus Akun SPinjam Shopee-Pinjam?

1•begundal•51m ago•0 comments

Grok's biggest danger isn't what it says – it's where it lives

https://restofworld.org/2026/grok-ai-danger/
2•brandrick•53m ago•1 comments

Turso is an in-process SQL database, compatible with SQLite

https://github.com/tursodatabase/turso
1•marklit•56m ago•0 comments