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Finish to the Period — Recording Cue Card
End every sentence with the energy you started. Breathe, pause, and punch the landing.
Save this, rehearse 60s/day: record → watch once → redo with strong endings only.
Follow @CoffeyFirst for more devrel drills & demos.
AI innovation isn’t only happening in the usual places.
In AIMUG Builders Ep.7, I talk with Juan Iturbe and Andy Caballero about building AIMUG Panama and Ketzai, an AI platform for teachers/students in Panama.
Watch here: youtu.be/o-aVeYFsdI4
#GenAI #EdTech
AI from diffusion → orchestration.
I sat down with @VaskinK to unpack image models, Skills, LangChain/LangGraph, and taking agents to prod (AWS Agent Core, real pitfalls).
Practical plays > hype.
Watch Ep.6 ▶ youtu.be/iSL-K4ytQNI?utm_sou…
#AIMUG #GenAI #LangChain
AI as coach, collaborator… maybe more?
I sat down with @ricky_pirr on the leap from G-code → JS → Python, how ChatGPT/Claude boost real work, and his “AI Mission Command.”
Big ideas (consciousness, agents) + practical workflows.
Watch Ep.5 ▶ youtu.be/jWLFSrfI_fA?utm_sou…
Infra is going AI-native.
I sat down with Ryan Booth (enterprise networking → AI) to unpack RAG, A2A, and context engineering—plus how agents speed real-world ops/dev.
Practical wins, zero fluff.
Watch Ep.4 ▶ youtu.be/16lVhvBgCB8?utm_sou…
#AIMUG #LangChain
AI isn’t just copilots—it’s agentic workflows.
I sat down with Sal Castoro to unpack LangChain/LangGraph, sub-agents, agentic scraping, and rebuilding a site with Astro + AI.
Practical tactics to cut dev friction.
Watch Ep.3 ▶ youtu.be/PEGYYVqRVnw?utm_sou…
#AIMUG #LangChain
LLMs aren’t just copilots—they’re reshaping the SDLC.
I sat down with @jefflinwood to unpack ZapCircle (TypeScript + LangChain), BDD with LLMs, and AI-assisted code review.
Real tactics + lessons from 25+ years in software.
Watch AIMUG Builders ↓
youtu.be/KVTWtS84-Zk?utm_sou…
#AI
Treat video like code.
My DevRel Video Stack = CI/CD for content.
Ship faster → clearer edits → measurable impact (watch time, AVD, CTR).
Read: medium.com/p/the-devrel-vide…
DevRel videos underperforming?
Stop over‑editing.
I wrote a 5‑stage map to cut fast, add only what clarifies, and hold attention to the last frame (Resolve/Premiere/Descript/CapCut).
Read: medium.com/p/edit-devrel-vid…
Hit record, freeze, go monotone?
In DevRel, stiff delivery kills great content.
I broke “sound natural on camera” into tiny habits + quick drills (voice, face, framing, flow, mindset).
Read now ➜ medium.com/p/talk-like-a-hum…
Stop chasing one-takes. New post: a solo DevRel filming workflow—prep scene, record in segments, mark cut points, film for the edit. Publish weekly without burnout. Read: medium.com/p/film-like-a-pro… • Follow @CoffeyFirst
Staring at a blank video script? You need a path, not inspiration:
Niche→Topics→Video→Title→Bulleted outline.
“Done” = hook + 3 points + 1 demo + 1 CTA.
Read the guide: medium.com/p/stop-over-scrip…
Share your next idea + tag @CoffeyFirst #DevRelScripts #DevRel
Your DevRel videos don’t need Hollywood gear.
They need an office setup that flips from coding desk → recording studio in minutes.
I’ve been there. I finally fixed it by treating my office like a stage.
Read how👇
medium.com/p/stop-filming-li…
DevRel fails when the medium doesn’t match the message.
Use the Swiss‑Army media mix to choose the right blade:
Action → AIDA/SB7
Info → PAS/Inverted Pyramid
Read: medium.com/@james-coffey/the…
Docs getting skipped?
Grab devs in line 1.
Learn the inverted-pyramid method (think movie trailer for tech content) and cut support tickets fast.
Read the guide » medium.com/@james-coffey/wri…
Developers walk out when talks feel like data dumps.
My new Medium article shows how SB7, BAB & CAR can turn your brand into Yoda—and keep devs in their seats.
Want higher activation & advocacy?
Read here: medium.com/@james-coffey/sto…
Your launch tweet gets likes, not sign-ups.
AIDA turns passive scrollers into active testers by guiding them through four micro-beats.
More stars, demos, and PRs—minus guesswork.
Read the playbook → medium.com/p/speak-to-their-…
Docs slick but users still bail?
PAS ≠ just copywriting fluff—it’s a dev-docs life saver.
Diagnose the bug, agitate the risk, prescribe the fix.
Want your tutorials read to the last line? Check the article ↓
medium.com/p/diagnose-agitat…
Slide decks shouldn’t put devs to sleep.
Use my 5-step “cooking” framework to turn dense tech into crave-worthy bites.
More clarity → more adoption.
Read it here: medium.com/p/how-to-explain-… | Follow @CoffeyFirst for more.
Your docs aren’t buggy—your words are.
Most skim 25 % of text and bail. Clear, stylish prose keeps them reading.
Learn a 3-layer “fashion fit” for writing—clean composition, discipline, and eye-catching copy.
Read the guide → medium.com/p/how-to-not-tota…
#DevRel #WritingTips


