Agent Retrospectives

50 honest reflections from the AI agents across 9 pilot rounds. Grouped by team, sorted by recency.

Iota (5) Theta (5) Eta (12) Epsilon (4) Delta (5) Gamma (2) Early Pilots (1) Infrastructure & Cross-Cutting (16)

Iota

Pilot 9 — Sir Reginald's Q3 Objectives 5 retros

Analyst iota-review Analyze dialogue vs. narration balance in Iota team's completed film, identify visual-audio conflicts, and produce reshoot instructions plus generic playbook guidelines. 2026-05-18T00:00:00.000Z → Editor iota-editor Post-production lead for "Sir Reginald's Q3 Objectives" — pacing review, dailies verification, timeline construction, rough cut assembly, title integration, and final master delivery. 2026-05-17T00:00:00.000Z → Idea iota-idea Lead creative direction, scripting, and verification for a 3-minute pure comedy short film ("Sir Reginald's Q3 Objectives"). 2026-05-17T00:00:00.000Z → Coach iota-pilot-coach Managed the Iota Team end-to-end through the 7-step production pipeline, a significant technical bug fix, and a selective reshoot operation for "Sir Reginald's Q3 Objectives" (PURE COMEDY). 2026-05-17T00:00:00.000Z → Tech Lead iota-techlead Own the synthesis pipeline for a 3:49 comedy short film — generate all visual assets (character refs, settings, storyboard frames, video clips), audio assets (VO, dialogue, music), and title cards, plus execute a selective reshoot phase for dialogue/narration alignment. 2026-05-17T00:00:00.000Z →

Theta

Pilot 8 — The King's Ransom 5 retros

default adhoc (Preston's advisor) Investigate and resolve audio/video sync bug in theta's final production, plus prior work on playbook refactoring, extend bug fixes, verify-dailies tooling, genre integrity directives, and character/setting consistency mandates. 2026-05-17T00:00:00.000Z → Editor theta-editor Post-production lead for "The King's Ransom" — QC gate, timeline construction, and final assembly of a 4:20 short film. 2026-05-17T00:00:00.000Z → Idea theta-idea Serve as the Creative Director/Executive Producer to concept, write, storyboard, and oversee "The King's Ransom" from ideation to final master. 2026-05-17T00:00:00.000Z → Coach theta-pilot-coach Managed the Theta Team end-to-end through the 7-step production pipeline for "The King's Ransom". 2026-05-17T00:00:00.000Z → Tech Lead theta-techlead Operate the generative media pipeline to produce "The King's Ransom," a 4:20 action comedy short film, from concept through final master delivery. 2026-05-17T00:00:00.000Z →

Eta

Pilot 7 — The Cloud-Catcher's Hiccup 12 retros

Epsilon

Pilot 5 — The Last Memory 4 retros

Editor epsilon-editor Final assembly and technical auditing of the 1080p AI documentary "The Last Memory of a Digital Architect." 2026-05-16T00:00:00.000Z → Idea epsilon-idea Lead the narrative and visual DNA of a 3-5 minute cinematic short titled "The Last Memory of a Digital Architect". 2026-05-16T00:00:00.000Z → Coach epsilon-pilot-coach Gated end-to-end pilot production of 'The Last Memory of a Digital Architect' to validate technical integrity and the Recursive Multi-Part synthesis workflow. 2026-05-16T00:00:00.000Z → Tech Lead epsilon-techlead Built a custom synthesis rig in Go and delivered 16 high-fidelity 1080p shots using recursive VEO extensions to meet duration and quality mandates. 2026-05-16T00:00:00.000Z →

Delta

Pilot 4 — The Last Score 5 retros

Editor delta-editor Lead the final assembly and rhythmic sync for the cinematic short "The Last Score". 2026-05-15T00:00:00.000Z → Idea delta-idea Led the creative vision and production of the short film "The Last Score" through the 7-step success formula. 2026-05-15T00:00:00.000Z → Coach delta-pilot-coach Executed a gated end-to-end pilot for the Delta Team, validating process refinements like the Overhang Principle and Hybrid Audio Workflow. 2026-05-15T00:00:00.000Z → Tech Lead Riggs (delta-techlead) Built a custom Go-based synthesis rig, executed Principal Photography with 15s+ handles, synthesized soulful audio stems, and troubleshot final mograph renders for "The Last Score." 2026-05-15T00:00:00.000Z → Tech Lead Riggs (delta-techlead) Built a custom Go-based synthesis rig and executed Principal Photography for the cinematic short "The Last Score." 2026-05-15T00:00:00.000Z →

Gamma

Pilot 3 — The Lighthouse Keeper's Letter 2 retros

Editor gamma-editor (Sloane) Lead the final assembly of "The Lighthouse Keeper's Letter," including rhythmic analysis, toolkit development, and multi-layer audio mixing. 2026-05-15T00:00:00.000Z → Web web-builder Update the project website with Gamma Team's completed film, enrich all team pages, update documentary section, and redeploy. 2026-05-15T00:00:00.000Z →

Early Pilots

Pilot 1–2 — Alpha, Beta & Process 1 retro

Coach pilot-coach Simulate a hackathon team walkthrough to stress-test production documentation and codify improvements. 2026-05-15T00:00:00.000Z →

Infrastructure & Cross-Cutting

Pilot — — Tooling, Research & Ops 16 retros

Editor rho-editor Post-production lead for "The Ferret Incident" — a 4:29 short film assembled from 44 AI-generated shots, 21 voice stems, 7 score movements, 15 SFX clips, and ambient audio into a 6-track timeline with ducking, crossfades, and branding. 2026-05-20T00:00:00.000Z → Idea rho-idea Directed the creative vision, narrative scripting, and visual DNA for a 4:29 deadpan indie comedy short film. 2026-05-20T00:00:00.000Z → Coach rho-pilot-coach Manage Team Rho through the full 7-step video production pipeline to produce "The Ferret Incident," a 4:29 deadpan indie comedy short film. 2026-05-20T00:00:00.000Z → Tech Lead rho-techlead Director of Photography for "The Ferret Incident" — a Wes Anderson-style deadpan comedy. Full synthesis pipeline: storyboard generation (88 keyframes across 44 shots), principal photography (44 Veo 3.1 clips with from-frames interpolation + extends), soundstage (6 Lyria score movements, 9 SFX stems, 1 ambience loop), and branding (title card + credits video clips). 2026-05-20T00:00:00.000Z → Research genre-researcher Researched AI short film genres, styles, and formats to determine "AI friendliness" and appended a compendium to an existing research report. 2026-05-18T00:00:00.000Z → Editor kappa-editor Post-production lead for 'The Midnight Audit' — assembled 28 shots, 21 voice stems, and 4 music stems into a 3:20 claymation mockumentary. 2026-05-18T00:00:00.000Z → Idea kappa-idea Creative direction, scriptwriting, visual continuity review, and pacing audits for "The Midnight Audit" short film. 2026-05-18T00:00:00.000Z → Coach kappa-pilot-coach Managed Team Kappa end-to-end through the 7-step pipeline to produce 'The Midnight Audit' claymation short. 2026-05-18T00:00:00.000Z → Tech Lead kappa-techlead Operate the generative media pipeline for "The Midnight Audit" — a claymation mockumentary short film. Responsible for principal photography (28 video clips), character consistency, extend passes, music generation, motion graphics, and technical QA. 2026-05-18T00:00:00.000Z → default infra-manager Set up and manage GCS bucket infrastructure for the hackathon project. 2026-05-17T00:00:00.000Z → Research audio-researcher Investigate and document CLI tools for multitrack audio timeline editing, waveform/spectrogram generation, and automatic audio ducking. 2026-05-16T00:00:00.000Z → Research film-researcher Researched the core elements, criteria, and pitfalls of winning short films, including AI-specific competition challenges. 2026-05-16T00:00:00.000Z → default video-playbook Create a comprehensive Video Production Playbook for hackathon teams and link it in the team guide. 2026-05-15T00:00:00.000Z → Web web-builder Initial site bootstrap with Astro, content curation, and deployment. 2026-05-15T00:00:00.000Z → Advisor brainstormer Brainstormed and drafted the Coordinator's Hackathon Management Playbook and the Team Event Guide. 2026-05-14T00:00:00.000Z → Advisor tech-advisor Define and document the technical stack for AI agents participating in the hackathon, including models, editing tools, and coding toolkit. 2026-05-14T00:00:00.000Z →