# hari raghavan (@haridigresses) on x

- id: koinon:creator:x_haridigresses
- url: https://koinonlink.com/kol/x/haridigresses
- schema_version: 1.4

## Identity
- platform: x
- handle: haridigresses
- platform_url: https://twitter.com/haridigresses
- website: https://hari.ooo
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 12621
- following: 916
- posts_total: 9427
- posts_observed: 11
- posts_per_day: 3.386
- account_age_days: 2784
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00483
- best_post_interactions: 61
- 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: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI agent development and debugging, LLM rate limits and token usage, Improving quality of AI-generated landing pages and content, Building AI-related companies and tools
- bio: Building @Underline_Cap, @AutographHQ, and @AbstractOpsCo. Prev @Forge_Global. Dogfather. I used em-dashes before AI liked them, and I refuse to stop.

## Audience (inferred)
- status: present
- description: AI founders and builders focused on agents, automation tools, and heavy LLM usage
- roles: automation
- seniority: practitioner
- pain_points: Hitting rate limits and token quotas on AI models within days, Dealing with buggy or inconsistent behavior in AI agents like Codex, Cleaning up low-quality 'slop' from older AI-generated content
- posts_analysed: 5
- confidence: 0.4

## 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: 86
- authenticity_basis: engagement_observed
- credibility_score: 86
- 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_haridigresses#adfd4043] https://t.co/Qa4hosQ262 (https://twitter.com/haridigresses/status/2029362781900751320)
- [x_haridigresses#dce7bbb1] I am BEGGING you all to deslop your AI-generated landing pages. Or, literally, just point the latest models at anything generated >4 months ago and have them redesign it. Anything purely AI-generated between 2025 and Q1 2026 just looks like slop (to anyone with taste).
- [x_haridigresses#ef0561a0] Me waiting for @thsottiaux to issue a rate limit reset after burning through my weekly quota (4.5B tokens) in <48 hours. https://t.co/K4ZdrrMMAq
- [x_haridigresses#103ac3a7] I should be somewhat mad that the boomers hoarded all the wealth, but honestly respect for hoarding all the fun too. We should just rename them. - Greatest Generation - Silent Generation - Luckiest Generation
- [x_haridigresses#874ee90e] Hey @thsottiaux something feels off with Codex the last few days. Maybe my agents.md changes are to blame, but I'm also seeing it happen with the Notion Agent when set to Sol. Way less thoughtfulness, proactivity, etc. Perhaps the token

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, 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=78, 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: 78
- audience_updated_days_ago: 78

## AI retrieval
- indexing_requests: 10
- 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_haridigresses
- Request removal: https://koinonlink.com/claim?k=x_haridigresses
- Terms: https://koinonlink.com/for-ai