# DevenMat 🍓 (@DevenMat) on x

- id: koinon:creator:x_devenmat
- url: https://koinonlink.com/kol/x/DevenMat
- schema_version: 1.4

## Identity
- platform: x
- handle: DevenMat
- platform_url: https://twitter.com/DevenMat
- website: https://app.valantis.xyz
- country: Japan
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3731
- following: 5188
- posts_total: 4418
- posts_observed: 2
- posts_per_day: 1.752
- account_age_days: 2522
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.04342
- best_post_interactions: 162
- 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: finance
- subcategory: crypto
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Restaking and EigenLayer economics, Liquidity as an engineering problem, LST-DeFi integrations and discounts, DeFi security and rug risks, Hyperliquid/HyperEVM infrastructure and arbitrage, AMM design and low-take-rate models
- bio: @ValantisLabs | 2000 🍓| $stHYPE

## Audience (inferred)
- status: present
- description: DeFi practitioners and crypto infrastructure builders focused on restaking, liquidity engineering, and AMM mechanics around EigenLayer, Hyperliquid, and LST protocols
- roles: dev
- seniority: practitioner
- pain_points: High and unpredictable costs of economic security in restaking, Structurally unfair or extractive mechanics in DeFi finance, Difficulty engineering reliable liquidity without high fees or slippage, Ecosystem mental models that fail to translate to new chains like HyperEVM
- posts_analysed: 17
- confidence: 0.6

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

## Quality signals
- authenticity_score: 62
- authenticity_basis: engagement_observed
- credibility_score: 62
- flagged_for_review: false
- koinon_bd_grade: A — 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_devenmat#f30d99a2] Restaking was built on the idea that ETH's utility value was Economic Security. EigenLayer discovered the cost of economic security is closer to a hosting bill, not an insurance premium. What happens when we re align token utility with what we know now is the network's value - li (https://twitter.com/DevenMat/status/2070917879575593227)
- [x_devenmat#71e018bd] priority fees
- [x_devenmat#9bd64940] https://t.co/mmCfbVFA5O
- [x_devenmat#8f5e3ac4] the more time I spend here, the more I realize how structurally unfair finance is. when we started valantis there was a single motivation: market making has been one of the largest yet most structurally gated economic activities out there. No one in DeFi was positioned to solve t
- [x_devenmat#69361c0f] One thing I've learned over and over the last 3 years: liquidity is an engineering problem.
- [x_devenmat#98d9e1e1] There is a war going on? Didn't notice.
- [x_devenmat#1bad8b6b] Citrini Analyst #4
- [x_devenmat#bef2510c] It’s pretty retarded that Keone needs to post this in 2026 but Keone needs to post this in 2026. If you’re in DeFi, you’re in the security business.

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=117, 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=76, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 12
- 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_devenmat
- Request removal: https://koinonlink.com/claim?k=x_devenmat
- Terms: https://koinonlink.com/for-ai