# opdev (@opdev_tech) on x

- id: koinon:creator:x_opdev_tech
- url: https://koinonlink.com/kol/x/opdev_tech
- schema_version: 1.4

## Identity
- platform: x
- handle: opdev_tech
- platform_url: https://twitter.com/opdev_tech
- website: https://opdev.sh/
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4448
- following: 5012
- posts_total: 1160
- posts_observed: 10
- posts_per_day: 0.974
- account_age_days: 1191
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00067
- best_post_interactions: 3
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: devtools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Shopify platform changes, Customer account migration, API and authentication updates, E-commerce technical integrations, Developer best practices
- bio: React/Next.js || E-commerce solutions & integrations
//-- Grumpy dev || Right-wing conservative --//

## Audience (inferred)
- status: present
- description: Shopify developers and store owners focused on technical upgrades and platform compliance
- roles: dev
- seniority: practitioner
- pain_points: Facing urgent deprecation of legacy customer accounts with no support or updates, Struggling to keep up with Shopify's evolving API and authentication requirements, Unable to implement new features like B2B support and passwordless login without upgrading, Lacking clear guidance on migration timelines and steps for legacy systems
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 54
- authenticity_basis: engagement_observed
- credibility_score: 54
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_opdev_tech#b86fae28] Important alert for Shopify devs & store owners: Legacy customer accounts are now deprecated 🔥 (https://twitter.com/opdev_tech/status/2027374448467145104)
- [x_opdev_tech#6da59640] As of February 26, 2026:
- [x_opdev_tech#903bc2d6] 🔹 No longer available for new stores
- [x_opdev_tech#5ec44907] 🔹 Existing stores without them get no more feature updates or technical support
- [x_opdev_tech#336e72d6] 🔹 Final sunset date coming later in 2026
- [x_opdev_tech#7222df61] Upgrade ASAP to the latest customer accounts — better privacy, B2B support, passwordless login, improved API access fo

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=79, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=108, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 8
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_opdev_tech
- Request removal: https://koinonlink.com/claim?k=x_opdev_tech
- Terms: https://koinonlink.com/for-ai