---
target_card: Augmenting Automaton
mana_cost: "{1}"
type_line: "Artifact Creature — Construct"
algorithm: "4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings"
canonical_url: https://avascry.com/similar/augmenting-automaton
json_api: https://avascry.com/similar/augmenting-automaton.json
---

# Cards Similar & Synergistic to Augmenting Automaton

- **Target Card:** [Augmenting Automaton](https://avascry.com/printing/augmenting-automaton-aer) (Artifact Creature — Construct) `{1}`
- **Algorithm:** 4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings
- **JSON API:** https://avascry.com/similar/augmenting-automaton.json

## Top 31 Synergistic Matches

1. [**Verdant Automaton**](https://avascry.com/printing/verdant-automaton-aer) `{2}` — *Artifact Creature — Construct*
2. [**Aegis of the Meek**](https://avascry.com/printing/aegis-of-the-meek-ice) `{3}` — *Artifact*
3. [**Robo-**](https://avascry.com/printing/robo-ust) `N/A` — *Artifact Creature — Construct*
4. [**Steam-Powered**](https://avascry.com/printing/steam-powered-ust) `N/A` — *Artifact Creature — Construct*
5. [**Assembly-Worker**](https://avascry.com/printing/assembly-worker-j22) `{3}` — *Artifact Creature — Assembly-Worker*
6. [**Dragon Engine**](https://avascry.com/printing/dragon-engine-dmr) `{3}` — *Artifact Creature — Construct*
7. [**Looming Shade**](https://avascry.com/printing/looming-shade-7ed) `{2}{B}` — *Creature — Shade*
8. [**Veiled Shade**](https://avascry.com/printing/veiled-shade-grn) `{2}{B}` — *Creature — Shade*
9. [**Mindless Automaton**](https://avascry.com/printing/mindless-automaton-ema) `{4}` — *Artifact Creature — Construct*
10. [**Sacred Armory**](https://avascry.com/printing/sacred-armory-m15) `{2}` — *Artifact*
11. [**Energizer**](https://avascry.com/printing/energizer-tmp) `{4}` — *Artifact Creature — Juggernaut*
12. [**Nantuko Shade**](https://avascry.com/printing/nantuko-shade-tor) `{B}{B}` — *Creature — Insect Shade*
13. [**Ambitious Aetherborn**](https://avascry.com/printing/ambitious-aetherborn-plst) `{4}{B}` — *Creature — Aetherborn Artificer*
14. [**Adaptive Automaton**](https://avascry.com/printing/adaptive-automaton-brr) `{3}` — *Artifact Creature — Construct*
15. [**Accomplished Automaton**](https://avascry.com/printing/accomplished-automaton-kld) `{7}` — *Artifact Creature — Construct*
16. [**Assault Drone**](https://avascry.com/printing/assault-drone-trk) `{3}{B}` — *Artifact Creature — Borg*
17. [**Frozen Shade**](https://avascry.com/printing/frozen-shade-30a) `{2}{B}` — *Creature — Shade*
18. [**Nakaya Shade**](https://avascry.com/printing/nakaya-shade-pcy) `{1}{B}` — *Creature — Shade*
19. [**Narstad Scrapper**](https://avascry.com/printing/narstad-scrapper-avr) `{5}` — *Artifact Creature — Construct*
20. [**Adarkar Sentinel**](https://avascry.com/printing/adarkar-sentinel-me2) `{5}` — *Artifact Creature — Soldier*
21. [**Armorer Guildmage**](https://avascry.com/printing/armorer-guildmage-mir) `{R}` — *Creature — Human Wizard*
22. [**Primeval Shambler**](https://avascry.com/printing/primeval-shambler-8ed) `{4}{B}` — *Creature — Horror Mercenary*
23. [**Voracious Vacuum**](https://avascry.com/printing/voracious-vacuum-ust) `{3}` — *Host Artifact Creature — Construct*
24. [**Ambulatory Edifice**](https://avascry.com/printing/ambulatory-edifice-one) `{2}{B}` — *Artifact Creature — Phyrexian Construct*
25. [**Carrion Ants**](https://avascry.com/printing/carrion-ants-5ed) `{2}{B}{B}` — *Creature — Insect*
26. [**Dark Remedy**](https://avascry.com/printing/dark-remedy-m20) `{1}{B}` — *Instant*
27. [**Lifecraft Awakening**](https://avascry.com/printing/lifecraft-awakening-aer) `{X}{G}` — *Instant*
28. [**Hoar Shade**](https://avascry.com/printing/hoar-shade-ice) `{3}{B}` — *Creature — Shade*
29. [**Scare Tactics**](https://avascry.com/printing/scare-tactics-exo) `{B}` — *Instant*
30. [**Gearsmith Guardian**](https://avascry.com/printing/gearsmith-guardian-j22) `{5}` — *Artifact Creature — Construct*
31. [**Retrieval Agent**](https://avascry.com/printing/retrieval-agent-bro) `{3}{U}` — *Creature — Human Soldier*