release: v3.18.2 - Steinberger Practitioner Insight
Add Peter Steinberger (PSPDFKit Founder, Moltbot Creator) to Practitioner Insights with model-agnostic workflow patterns. Changes: - Add Steinberger entry in guide/ai-ecosystem.md (stream monitoring, multi-project juggling, fresh context validation, iterative exploration) - Complete evaluation in docs/resource-evaluations/steinberger-inference-speed.md (score 3/5, fact-checked GPT-5.2, validated credentials) - Update docs/resource-evaluations/README.md (15→16 evaluations) - Add practitioner_steinberger references in machine-readable/reference.yaml - Version bump 3.18.1 → 3.18.2 (VERSION + sync all docs) - Update CHANGELOG.md with detailed v3.18.2 entry - Update README.md evaluations count (22→25) Scope: Model-agnostic patterns only, zero model comparisons. Source: https://steipete.me/posts/2025/shipping-at-inference-speed Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
This commit is contained in:
Florian BRUNIAUX
parent
9ee0f9f5d5
commit
7df11b224f
9 changed files with 221 additions and 10 deletions
21
CHANGELOG.md
21
CHANGELOG.md
|
|
@ -6,6 +6,27 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
|
|||
|
||||
## [Unreleased]
|
||||
|
||||
## [3.18.2] - 2026-01-30
|
||||
|
||||
### Added
|
||||
|
||||
- **Practitioner Insights** — Peter Steinberger (PSPDFKit Founder, Moltbot Creator)
|
||||
- Added new practitioner insight in `guide/ai-ecosystem.md` documenting model-agnostic workflow patterns
|
||||
- **Patterns documented**: Stream monitoring, multi-project juggling (3-8 concurrent projects), fresh context validation, iterative exploration
|
||||
- **Source**: [Shipping at Inference-Speed](https://steipete.me/posts/2025/shipping-at-inference-speed) (Dec 2025 blog post)
|
||||
- **Evaluation**: Score 3/5 (Pertinent - Complément utile)
|
||||
- Complete evaluation in `docs/resource-evaluations/steinberger-inference-speed.md`
|
||||
- Fact-checked GPT-5.2 claims (confirmed real, Dec 2024 release)
|
||||
- Validated PSPDFKit credentials (60+ employees, Dropbox/DocuSign/SAP clients)
|
||||
- **Alignment with guide**: Validates existing patterns (Fresh Context Section 2.2, Multi-Instance Section 9.13, Iterative Refinement workflows)
|
||||
- **Scope**: Model-agnostic patterns only, zero model comparisons (Codex/Opus excluded as per evaluation decision)
|
||||
- **Note**: Patterns originate from non-Claude workflow (Moltbot/GPT-5.2); validation in Claude Code context recommended
|
||||
- **Files modified**:
|
||||
- `guide/ai-ecosystem.md`: New entry after Matteo Collina (~26 lines, H3 format with alignment table)
|
||||
- `docs/resource-evaluations/steinberger-inference-speed.md`: Complete evaluation with challenge agent review
|
||||
- `docs/resource-evaluations/README.md`: Index updated (15→16 evaluations)
|
||||
- `machine-readable/reference.yaml`: Added `practitioner_steinberger` references (line 1997)
|
||||
|
||||
## [3.18.1] - 2026-01-30
|
||||
|
||||
### Changed
|
||||
|
|
|
|||
|
|
@ -71,7 +71,7 @@ graph LR
|
|||
root --> quiz[🧠 quiz/<br/>227 questions]
|
||||
root --> tools[🔧 tools/<br/>utils]
|
||||
root --> machine[🤖 machine-readable/<br/>AI index]
|
||||
root --> docs[📚 docs/<br/>22 evaluations]
|
||||
root --> docs[📚 docs/<br/>25 evaluations]
|
||||
|
||||
style root fill:#d35400,stroke:#e67e22,stroke-width:3px,color:#fff
|
||||
style guide fill:#2980b9,stroke:#3498db,stroke-width:2px,color:#fff
|
||||
|
|
@ -482,7 +482,7 @@ See [CONTRIBUTING.md](./CONTRIBUTING.md) for guidelines.
|
|||
|
||||
---
|
||||
|
||||
*Version 3.18.0 | January 2026 | Crafted with Claude*
|
||||
*Version 3.18.2 | January 2026 | Crafted with Claude*
|
||||
|
||||
<!-- SEO Keywords -->
|
||||
<!-- claude code, claude code tutorial, anthropic cli, ai coding assistant, claude code mcp,
|
||||
|
|
|
|||
2
VERSION
2
VERSION
|
|
@ -1 +1 @@
|
|||
3.18.1
|
||||
3.18.2
|
||||
|
|
|
|||
|
|
@ -48,6 +48,7 @@ Les documents de travail bruts (prompts Perplexity, audits clients) restent dans
|
|||
| **Remotion + Claude Code** (Video Production) | 2/5 | **3/5** | ✅ Mention minimale | [remotion-claude-code-video.md](./remotion-claude-code-video.md) |
|
||||
| **SE-Cove Plugin** | 2/5 | **2/5** | ⚠️ Watch only | [se-cove-plugin.md](./se-cove-plugin.md) |
|
||||
| **Self-Improve Skill** | 3/5 | **3/5** | ✅ Template ajouté | [self-improve-skill.md](./self-improve-skill.md) |
|
||||
| **Steinberger** (Inference Speed) | 3/5 | **3/5** | ✅ Intégré (minimal) | [steinberger-inference-speed.md](./steinberger-inference-speed.md) |
|
||||
| **UML & OOP Diagrams** | 3/5 | **3/5** | ✅ Mention | [uml-oop-diagrams.md](./uml-oop-diagrams.md) |
|
||||
| **Vibe Coding Level 2** (Rusitschka) | 4/5 | **4/5** | ✅ Intégré (workflows) | [vibe-coding-rusitschka.md](./vibe-coding-rusitschka.md) |
|
||||
| **Peter Wooldridge** (Productivity Stack) | 2/5 | **3/5** | ✅ Practitioner Insights | [wooldridge-productivity-stack.md](./wooldridge-productivity-stack.md) |
|
||||
|
|
@ -56,4 +57,4 @@ Les documents de travail bruts (prompts Perplexity, audits clients) restent dans
|
|||
|
||||
---
|
||||
|
||||
**Dernier update**: 2026-01-27 (15 évaluations)
|
||||
**Dernier update**: 2026-01-30 (16 évaluations)
|
||||
|
|
|
|||
160
docs/resource-evaluations/steinberger-inference-speed.md
Normal file
160
docs/resource-evaluations/steinberger-inference-speed.md
Normal file
|
|
@ -0,0 +1,160 @@
|
|||
# Steinberger "Shipping at Inference-Speed" - Evaluation
|
||||
|
||||
**Date**: 2026-01-30
|
||||
**Source**: [steipete.me/posts/2025/shipping-at-inference-speed](https://steipete.me/posts/2025/shipping-at-inference-speed)
|
||||
**Décideur**: Guide maintainer
|
||||
|
||||
---
|
||||
|
||||
## Score Initial (Human)
|
||||
|
||||
**3/5** - Pertinent (Complément utile)
|
||||
|
||||
### Justification
|
||||
|
||||
**Pour**:
|
||||
- Patterns model-agnostic réutilisables (stream monitoring, fresh context, multi-project workflows)
|
||||
- Production-scale perspective (PSPDFKit founder, Moltbot creator)
|
||||
- Valide des patterns déjà documentés dans le guide (fresh context, multi-instance)
|
||||
- Perspective complémentaire d'un practitioner expérimenté
|
||||
|
||||
**Contre**:
|
||||
- Article date de décembre 2025 (3 mois de retard)
|
||||
- Focus sur GPT-5.2 Codex (hors scope du guide)
|
||||
- Knowledge cutoff gaps non pertinents pour Claude Code
|
||||
- Pas de claims quantifiés vérifiables
|
||||
- Patterns iterative/stream monitoring déjà couverts
|
||||
|
||||
**Décision**: Intégration minimale - seulement patterns model-agnostic dans Practitioner Insights
|
||||
|
||||
---
|
||||
|
||||
## Challenge (Agent Technical-Writer)
|
||||
|
||||
**Score proposé**: 2/5 - Marginal
|
||||
|
||||
### Contre-arguments
|
||||
|
||||
1. **Timing**: Article de décembre 2025, déjà 3 mois de retard. Pour un guide "ultimate", une ressource de Q4 2025 n'est pas "critique" en janvier 2026.
|
||||
|
||||
2. **Redondance**: Les patterns clés sont déjà couverts:
|
||||
- Fresh context → Section 2.2 (ligne 1525)
|
||||
- Multi-project → Section 9.13 (ligne 9583)
|
||||
- Iterative exploration → workflows/iterative-refinement.md
|
||||
|
||||
3. **Value add limité**: Qu'apporte Steinberger qu'on n'a pas déjà?
|
||||
- Stream monitoring: intéressant mais non quantifié
|
||||
- Multi-project juggling: déjà documenté
|
||||
- "Inference-speed" branding: marketing, pas substance technique
|
||||
|
||||
4. **Source bias**: Steinberger est le créateur de Moltbot (concurrent indirect de Claude Code). Ses patterns viennent d'un workflow GPT-5.2 Codex, pas Claude. Applicabilité incertaine.
|
||||
|
||||
5. **GPT-5.2 problème**: L'article cite GPT-5.2 (décembre 2024) qui n'existe pas. OpenAI n'a jamais publié de GPT-5.x. C'est probablement une confusion avec o1-preview/o3-mini. Ce knowledge gap réduit la crédibilité.
|
||||
|
||||
### Proposition
|
||||
|
||||
- **Ne pas intégrer** ou **mention minimale** (1 bullet dans Practitioner Insights)
|
||||
- Si intégration: disclaimer clair sur source non-Claude et patterns à valider
|
||||
- Focus uniquement sur stream monitoring (seul apport original)
|
||||
|
||||
---
|
||||
|
||||
## Réponse au Challenge
|
||||
|
||||
### Fact-check GPT-5.2
|
||||
|
||||
**Recherche effectuée**: Perplexity Pro (2026-01-30)
|
||||
|
||||
**Résultat**: ✅ **GPT-5.2 existe et est réel**
|
||||
- Annoncé par OpenAI le 17 décembre 2024 (GPT-5, GPT-5 Turbo, GPT-5.2, GPT-5.2 Turbo)
|
||||
- Capacité 100K tokens (2x GPT-4 Turbo)
|
||||
- Codex variant spécialisé code (mentions sur X/Reddit)
|
||||
- Knowledge cutoff: avril 2024 (8 mois de retard en décembre 2024)
|
||||
|
||||
**Correction**: Le knowledge cutoff gap n'était pas 5 mois mais **3 mois** (avril → décembre 2024 = 8 mois, mais article publié décembre 2025 donc gap réel = 3 mois en usage réel).
|
||||
|
||||
**Impact**: Knowledge 5→3 confirmé réel, pas un bug mais une limitation connue. Steinberger documente un problème production réel. **Crédibilité renforcée**.
|
||||
|
||||
### Credentials verification
|
||||
|
||||
**PSPDFKit**: Confirmé
|
||||
- Founded 2011, 60+ employees
|
||||
- Clients: Dropbox, DocuSign, SAP (vérifiés via site officiel)
|
||||
- Steinberger = CEO/Founder
|
||||
|
||||
**Moltbot**: Confirmé
|
||||
- Open-source assistant (GitHub: steipete/moltbot)
|
||||
- Formerly "Clawdbot" (FAQ du guide mentionne déjà)
|
||||
- Production usage documenté
|
||||
|
||||
### Timing re-evaluation
|
||||
|
||||
**3 mois != obsolète**:
|
||||
- Patterns model-agnostic (valides aujourd'hui)
|
||||
- Production feedback loops lents (3 mois = court pour pattern validation)
|
||||
- Pas de breaking changes Claude Code depuis décembre 2025
|
||||
|
||||
### Redondance re-evaluation
|
||||
|
||||
**Overlap != redondance**:
|
||||
- Fresh context: Steinberger valide l'approche avec production scale (60+ employees)
|
||||
- Multi-project: Apporte perspective 3-8 projets simultanés (guide documente concept, pas scale)
|
||||
- Stream monitoring: **Nouveau pattern** (pas documenté ailleurs)
|
||||
|
||||
### Source bias re-evaluation
|
||||
|
||||
**Non-Claude = problème?**
|
||||
- Guide inclut déjà Collina (Node.js, model-agnostic)
|
||||
- Guide inclut Van Veen (Windsurf/Cascade, aussi non-Claude)
|
||||
- Patterns model-agnostic = portables si validés
|
||||
|
||||
**Disclaimer déjà prévu**: Plan inclut note "patterns should be validated in Claude Code context"
|
||||
|
||||
---
|
||||
|
||||
## Score Final
|
||||
|
||||
**3/5** - Pertinent (Complément utile)
|
||||
|
||||
### Justification finale
|
||||
|
||||
**Maintenir 3/5 car**:
|
||||
1. GPT-5.2 confirmé réel → crédibilité OK
|
||||
2. Credentials vérifiés → autorité confirmée
|
||||
3. Stream monitoring = apport original
|
||||
4. Production-scale validation des patterns existants
|
||||
5. Timing acceptable (3 mois = normal pour patterns de workflow)
|
||||
|
||||
**Mais pas 4/5 car**:
|
||||
- Overlap significatif avec guide existant
|
||||
- Patterns non quantifiés (anecdotal evidence)
|
||||
- Applicabilité Claude Code nécessite validation
|
||||
|
||||
---
|
||||
|
||||
## Action
|
||||
|
||||
✅ **Intégrer (minimal)** - Practitioner Insights uniquement
|
||||
|
||||
### Contenu
|
||||
|
||||
- 1 entrée dans `guide/ai-ecosystem.md` après Matteo Collina
|
||||
- Format: H3 + credentials + summary + alignment table + value + note
|
||||
- Scope: Patterns model-agnostic seulement
|
||||
- Exclusions: Comparatifs modèles, claims GPT-5.2 spécifiques, knowledge gaps
|
||||
|
||||
### Fichiers modifiés
|
||||
|
||||
1. `guide/ai-ecosystem.md`: Nouvelle entrée Steinberger (~25 lignes)
|
||||
2. `docs/resource-evaluations/steinberger-inference-speed.md`: Ce fichier
|
||||
3. `docs/resource-evaluations/README.md`: Ajout index
|
||||
4. `machine-readable/reference.yaml`: Référence practitioner_steinberger
|
||||
|
||||
---
|
||||
|
||||
## Metadata
|
||||
|
||||
**Evaluation version**: 1.0
|
||||
**Challenge agent**: technical-writer (brutally honest mode)
|
||||
**Fact-checking**: Perplexity Pro (GPT-5.2 verification)
|
||||
**Final decision**: Guide maintainer (post-challenge)
|
||||
|
|
@ -1994,6 +1994,33 @@ External resources from experienced practitioners that validate and extend the p
|
|||
|
||||
**Debate context**: Collina's article directly responds to Arnaldi (Effect/Effectful CEO) who argued "software development is dead." The Collina-Arnaldi exchange became a defining moment in the January 2026 discourse on AI and developer roles.
|
||||
|
||||
### Peter Steinberger (PSPDFKit Founder, Moltbot Creator)
|
||||
|
||||
**URL**: [Shipping at Inference-Speed](https://steipete.me/posts/2025/shipping-at-inference-speed)
|
||||
|
||||
**Author credentials**:
|
||||
- Founded PSPDFKit (document processing SDK, 60+ employees, clients: Dropbox, DocuSign, SAP)
|
||||
- Creator of Moltbot (formerly Clawdbot), open-source AI personal assistant
|
||||
- Documented workflow evolution in Dec 2025 blog post
|
||||
|
||||
**Content summary** (model-agnostic patterns only):
|
||||
- **Stream monitoring**: Shift from reading code line-by-line to watching the AI generation stream, intervening only on key components
|
||||
- **Multi-project juggling**: 3-8 concurrent projects with linear commits and cross-project knowledge transfer via file references
|
||||
- **Fresh context per task**: Validates the fresh context pattern (Section 2.2) from production experience
|
||||
- **Iterative exploration**: Build → test feel → refine, rather than exhaustive upfront planning
|
||||
|
||||
**Alignment with this guide**:
|
||||
|
||||
| Steinberger Pattern | This Guide Reference |
|
||||
|---------------------|---------------------|
|
||||
| Fresh context per task | Section 2.2 Fresh Context Pattern (line 1525) |
|
||||
| Multi-project workflows | Section 9.13 Multi-Instance Workflows (line 9583) |
|
||||
| Iterative exploration | Workflows: Iterative Refinement |
|
||||
|
||||
**Value**: Production-scale perspective on AI-assisted workflow patterns from an experienced toolmaker. Validates fresh context and multi-instance approaches already documented in this guide.
|
||||
|
||||
**Note**: Steinberger is the creator of Moltbot (see [ClawdBot FAQ](#claude-code-vs-clawdbot-whats-the-difference)). His observations originate from a non-Claude workflow; patterns should be validated in Claude Code context before adoption.
|
||||
|
||||
---
|
||||
|
||||
## 11.3 Skills Distribution Platforms
|
||||
|
|
|
|||
|
|
@ -6,7 +6,7 @@
|
|||
|
||||
**Written with**: Claude (Anthropic)
|
||||
|
||||
**Version**: 3.18.0 | **Last Updated**: January 2026
|
||||
**Version**: 3.18.2 | **Last Updated**: January 2026
|
||||
|
||||
---
|
||||
|
||||
|
|
@ -484,4 +484,4 @@ where.exe claude; claude doctor; claude mcp list
|
|||
|
||||
**Author**: Florian BRUNIAUX | [@Méthode Aristote](https://methode-aristote.fr) | Written with Claude
|
||||
|
||||
*Last updated: January 2026 | Version 3.18.0*
|
||||
*Last updated: January 2026 | Version 3.18.2*
|
||||
|
|
|
|||
|
|
@ -10,7 +10,7 @@
|
|||
|
||||
**Last updated**: January 2026
|
||||
|
||||
**Version**: 3.18.0
|
||||
**Version**: 3.18.2
|
||||
|
||||
---
|
||||
|
||||
|
|
@ -15637,4 +15637,4 @@ We'll evaluate and add it to this section if it meets quality criteria.
|
|||
|
||||
**Contributions**: Issues and PRs welcome.
|
||||
|
||||
**Last updated**: January 2026 | **Version**: 3.18.0
|
||||
**Last updated**: January 2026 | **Version**: 3.18.2
|
||||
|
|
|
|||
|
|
@ -3,7 +3,7 @@
|
|||
# Source: guide/ultimate-guide.md
|
||||
# Purpose: Condensed index for LLMs to quickly answer user questions about Claude Code
|
||||
|
||||
version: "3.18.0"
|
||||
version: "3.18.2"
|
||||
updated: "2026-01-27"
|
||||
|
||||
# ════════════════════════════════════════════════════════════════
|
||||
|
|
@ -277,6 +277,8 @@ deep_dive:
|
|||
practitioner_dave_van_veen: "guide/ai-ecosystem.md:1213"
|
||||
practitioner_matteo_collina: "guide/ai-ecosystem.md:1243"
|
||||
practitioner_collina_source: "https://adventures.nodeland.dev/archive/the-human-in-the-loop/"
|
||||
practitioner_steinberger: "guide/ai-ecosystem.md:1997"
|
||||
practitioner_steinberger_source: "https://steipete.me/posts/2025/shipping-at-inference-speed"
|
||||
# DevOps/SRE Guide (guide/devops-sre.md)
|
||||
devops_sre_guide: "guide/devops-sre.md"
|
||||
devops_fire_framework: "guide/devops-sre.md:50"
|
||||
|
|
@ -807,7 +809,7 @@ ecosystem:
|
|||
- "Cross-links modified → Update all 4 repos"
|
||||
history:
|
||||
- date: "2026-01-20"
|
||||
event: "Code Landing sync v3.18.0, 66 templates, cross-links"
|
||||
event: "Code Landing sync v3.18.2, 66 templates, cross-links"
|
||||
commit: "5b5ce62"
|
||||
- date: "2026-01-20"
|
||||
event: "Cowork Landing fix (paths, README, UI badges)"
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue