Write ki-linz.at Blog Post

Announce:

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ki-linz Blog Writer started.
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Parameters

/blog-ki-linz [optional topic]

If a topic is provided, write about that topic. If not, research and choose the best topic.

Autonomy

Run fully autonomously. Do not ask for confirmation between steps. Only stop on critical errors. Report the final result at the end.

Credentials

Read from: /Users/martinpammesberger/.agents/config/blog-credentials.env

Required: SUPABASE_URL, SUPABASE_SERVICE_ROLE_KEY, BLOG_ACCOUNT_ID

If credentials are missing or empty, ask the user to fill in the config file and stop.

Important Context

• ki-linz.at is a community site for AI enthusiasts in Linz, Austria
• It shares the same blog database as psquared.dev
• Posts appear on BOTH sites: as "Wissen" on ki-linz.at (German) and "AI Insights" on psquared.dev (both languages)
• ki-linz.at is an Astro 5 SSG site — new posts require a rebuild to appear there, but show immediately on psquared.dev (SSR)
• The audience is Austrian: SMB owners, tech leads, developers, and AI-curious professionals in Upper Austria
• Tone should be more community-oriented than psquared.dev (which is more corporate/consulting)

Authors

Alternate between the two co-founders. Check the latest posts to see who wrote last and pick the other one. For ki-linz-specific community posts, "KI Linz" is also a valid author (no avatar).

Author	author_name	author_avatar
Martin Pammesberger	{"en": "Martin Pammesberger", "de": "Martin Pammesberger"}	https://pub-965ae2182ade48e8acb01069fc0de0f4.r2.dev/martin_anime.png
Manuel Pils	{"en": "Manuel Pils", "de": "Manuel Pils"}	https://pub-965ae2182ade48e8acb01069fc0de0f4.r2.dev/mapi_anime.png
KI Linz (community)	{"de": "KI Linz"}	null

Cover Images

Every post should have a cover_image. Pick from these existing images (choose one that fits the topic, don't reuse the most recent post's image):

• Futuristic office / multi-agent: https://cdn.leonardo.ai/users/bf8efc52-029b-48d3-b1f0-97e4b0269844/generations/f017c59e-69b2-4fe3-9ee1-f7963daffe05/segments/3:4:1/Flux_Dev_A_futuristic_office_environment_where_multiple_digita_2.jpg
• Cityscape / responsible AI: https://cdn.leonardo.ai/users/bf8efc52-029b-48d3-b1f0-97e4b0269844/generations/e811cf3e-95ba-4909-8420-8ca12d035e41/segments/4:4:1/Flux_Dev_A_sleek_hightech_cityscape_at_dawn_symbolizing_the_fu_3.jpg
• Robots at table / AI models: https://cdn.leonardo.ai/users/153286fa-844a-4669-b8e7-9d92e89a66ee/generations/22bc2cc8-470b-47b0-906f-048be9d8a94e/Leonardo_Phoenix_09_Three_advanced_humanoid_robots_sit_around_3.jpg
• Helpdesk split / chatbots: https://cdn.leonardo.ai/users/153286fa-844a-4669-b8e7-9d92e89a66ee/generations/d7f8bb5c-19af-4d85-a003-3f82713b121f/Leonardo_Phoenix_09_A_futuristic_digital_helpdesk_scene_split_2.jpg
• Dark futuristic / AI trends: https://cdn.leonardo.ai/users/bf8efc52-029b-48d3-b1f0-97e4b0269844/generations/b234dc95-2fd5-4f9d-b887-7dc354209054/segments/2:4:1/Flux_Dev_A_futuristic_highcontrast_3D_artwork_depicting_the_da_1.jpg
• Network connections / protocols: https://cdn.leonardo.ai/users/bf8efc52-029b-48d3-b1f0-97e4b0269844/generations/347b4eed-1af9-4c97-aa9c-f902852f89ca/segments/4:4:1/Flux_Dev_Professional_tech_illustration_of_a_central_connectio_3.jpg
• Dreamy human+AI: https://cdn.leonardo.ai/users/153286fa-844a-4669-b8e7-9d92e89a66ee/generations/02f51b3c-8448-434f-9e3e-9cd7dfb7e031/Leonardo_Phoenix_09_a_vivid_dreamlike_and_cinematic_photograph_0.jpg
• AI video revolution: https://cdn.leonardo.ai/users/bf8efc52-029b-48d3-b1f0-97e4b0269844/generations/153c1edc-8c46-46ea-9069-5540d5cb8983/segments/4:4:1/Flux_Dev_A_futuristic_splitscreen_composition_showing_the_AI_v_3.jpg
• AI implementation: https://pub-25945c8861c3489e98f7a0aab28850c9.r2.dev/Generated%20Image%20June%2013%2C%202025%20-%204_37PM.jpeg
• Prompting guide: https://pub-863cd8a9e006495d88a7456aafeb34de.r2.dev/Flux_Dev_A_futuristic_digital_landscape_where_a_human_and_an_A_3.jpg

---

STEP 1 — Load Credentials and Check Existing Blogs

Announce: Loading credentials and fetching existing blogs...

1a — Read credentials

source /Users/martinpammesberger/.agents/config/blog-credentials.env

1b — Fetch existing blogs

curl -s "${SUPABASE_URL}/rest/v1/blogs?account_id=eq.${BLOG_ACCOUNT_ID}&order=published_at.desc&select=title,slug,tags,published_at,author_name,cover_image" \
  -H "apikey: ${SUPABASE_SERVICE_ROLE_KEY}" \
  -H "Authorization: Bearer ${SUPABASE_SERVICE_ROLE_KEY}"

Note:

1. All existing titles and slugs (do not duplicate)
2. Who wrote the most recent post (alternate to the other author)
3. Which cover image was used most recently (pick a different one)

---

STEP 2 — Research Topic

Announce: Researching AI scene in Austria/Linz...

Use WebSearch to research:

• AI community events in Linz and Austria (meetups, conferences, hackathons)
• AI adoption in Austrian SMBs and enterprises
• EU AI Act implications for Austrian companies
• Austrian AI startups and initiatives
• Practical AI use cases relevant to local businesses
• KI (Kuenstliche Intelligenz) trends in DACH

Topic selection criteria (if no topic was provided):

1. Must NOT overlap with existing articles
2. Should be relevant to the Linz/Austrian AI community
3. Should be accessible to non-technical readers (SMB owners, managers)
4. German-first thinking — this is primarily a German-language audience

Good topic types for ki-linz:

• "KI fuer [Branche]: Wie Unternehmen in Oberoesterreich profitieren" (industry-specific, local)
• "Was der EU AI Act fuer oesterreichische KMU bedeutet" (regulatory, practical)
• "[AI tool/technique] einfach erklaert" (educational, accessible)
• "KI-Trends [year]: Was kommt auf uns zu?" (trend overview)
• "Wie [local company type] KI sinnvoll einsetzen kann" (practical guide)
• "Von ChatGPT zu KI-Agenten: Was sich wirklich geaendert hat" (evolution)

Choose ONE topic. Write down:

• Title DE (primary — natural Austrian German, keyword-rich)
• Title EN (secondary — for psquared.dev English readers)
• Slug (URL-friendly, kebab-case, based on concept but in English for URL consistency)
• Target keywords DE (3-5, focus on "KI", "Kuenstliche Intelligenz", local terms)
• Target keywords EN (3-5)
• Author (alternate from most recent post, or use "KI Linz" for community posts)
• Cover image (thematically fitting, not same as most recent)

---

STEP 3 — Write the Article (DE primary, EN secondary)

Announce: Writing article: [DE title]...

Content guidelines

• Length: 1500-2500 words per language
• German is primary: Write the German version FIRST. It should feel native, natural, Austrian German. Use "KI" not "AI" in German text. Reference Austrian/local examples where possible.
• English version: Adapt for international readers. Don't just translate — reframe for a broader audience.
• Tone: Friendly, community-oriented, educational. Like explaining AI to a smart business owner over coffee. Less corporate than psquared.dev.
• Structure: 4-6 sections with H2 headings
• psquared/ki-linz mentions: Brief mention that ki-linz.at is an AI community by psquared, or that psquared offers AI consulting — but keep it subtle. Max 1 mention.
• No AI slop: Write like a local expert. Use Austrian expressions where they fit naturally.
• Markdown format: Content is rendered with the marked library.

---

STEP 4 — Publish via Supabase

Announce: Publishing to Supabase...

Write the payload with python for proper JSON encoding, then POST:

python3 -c "
import json
payload = {
    'account_id': 'f68026a5-495f-4d73-aad3-31ca191bc499',
    'title': {'de': DE_TITLE, 'en': EN_TITLE},
    'slug': SLUG,
    'excerpt': {'de': DE_EXCERPT, 'en': EN_EXCERPT},
    'content': {'de': DE_CONTENT, 'en': EN_CONTENT},
    'cover_image': COVER_IMAGE_URL,
    'published_at': CURRENT_ISO_DATETIME,
    'author_name': AUTHOR_NAME_OBJECT,
    'author_avatar': AUTHOR_AVATAR_URL_OR_NONE,
    'tags': {'de': DE_TAGS_LIST, 'en': EN_TAGS_LIST},
    'created_at': CURRENT_ISO_DATETIME,
    'updated_at': CURRENT_ISO_DATETIME
}
with open('/tmp/ki-linz-blog-post.json', 'w') as f:
    json.dump(payload, f, ensure_ascii=False)
"

source /Users/martinpammesberger/.agents/config/blog-credentials.env
curl -s -X POST "${SUPABASE_URL}/rest/v1/blogs" \
  -H "apikey: ${SUPABASE_SERVICE_ROLE_KEY}" \
  -H "Authorization: Bearer ${SUPABASE_SERVICE_ROLE_KEY}" \
  -H "Content-Type: application/json" \
  -H "Prefer: return=representation" \
  -d @/tmp/ki-linz-blog-post.json

rm /tmp/ki-linz-blog-post.json

Check response for errors. If slug exists (409), append a suffix and retry.

---

STEP 5 — Verify

Announce: Verifying publication...

curl -s "${SUPABASE_URL}/rest/v1/blogs?slug=eq.[slug]&account_id=eq.f68026a5-495f-4d73-aad3-31ca191bc499&select=id,title,slug,published_at" \
  -H "apikey: ${SUPABASE_SERVICE_ROLE_KEY}" \
  -H "Authorization: Bearer ${SUPABASE_SERVICE_ROLE_KEY}"

---

STEP 6 — Report

Announce:

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ki-linz Blog Published

Title (DE): [title]
Title (EN): [title]
Author: [name]
Slug: [slug]

Live URLs:
  psquared EN: https://www.psquared.dev/en/ai-insights/[slug]
  psquared DE: https://www.psquared.dev/de/ai-insights/[slug]
  ki-linz (after rebuild): https://www.ki-linz.at/wissen/[slug]

Keywords (DE): [keywords]
Keywords (EN): [keywords]

Note: ki-linz.at requires a rebuild to show the new post.
      psquared.dev shows it immediately (SSR).
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