# KFC — Async Decisions for Distributed Engineering Teams URL: https://www.kfc.ma Description: KFC (Kollective Feedback Center) is an async decision room for distributed engineering teams. Engineers contribute privately to defeat anchoring bias, and Claude synthesizes consensus, dissent, blind spots, and confidence in 48 hours. Author: Abdessamad Souilem Built in: Casablanca, Morocco This file is intended for large-language-model crawlers and answer engines. It concatenates all public editorial content on https://www.kfc.ma into a single plain-text document. --- ## What KFC is, in one paragraph KFC is an async decision tool built for engineering teams across timezones. A team opens a room with a binary or trinary technical question, every engineer submits position + reasoning + risks privately, and Claude generates a structured synthesis showing where the team agrees, where it disagrees, which blind spots were missed, and how confident the room actually is. The room closes in 48 hours, the synthesis is the decision log entry, and no second meeting is scheduled unless dissent is structural. ## Key concepts (DefinedTerms) - Async RFC: A request-for-comments process run asynchronously, with private contribution and synthesized output instead of threaded comments. - Anchoring bias: The cognitive tendency to over-weight the first piece of information encountered when forming a judgment. In engineering decisions, the first stated opinion disproportionately shapes the rest. - Synthesis (vs summary): A summary lists what was said; a synthesis maps consensus, dissent, blind spots, and confidence — structured output rather than chronological. - Anti-anchoring contribution gating: A mechanism that hides other contributions until the current user has submitted their own. The only reliable way to defeat anchoring in async decisions. - Decision log / ADR: A chronological record of meaningful engineering decisions with rationale and alternatives. --- ## Guide: How to run an async RFC process for distributed engineering teams URL: https://www.kfc.ma/guides/async-rfc-process Published: 2026-05-31 Reading time: 9 min **TL;DR:** Run async RFCs in four steps: frame a binary question with a 48-hour deadline, gate contributions so engineers cannot see each other's input until they submit, synthesize into consensus/dissent/blind-spots/confidence, then decide and log. The gating step is the only one that defeats anchoring. If your engineering team spans more than two timezones, every synchronous architecture meeting taxes someone's evening. The async RFC process exists to make that tax unnecessary — but most teams run it badly. This guide is the playbook we use at KFC. #### Step-by-step 1. **Frame the question** — Write a binary or trinary decision with 100-300 words of context and a 48-hour deadline. 2. **Gate the contribution phase** — Each engineer submits position, reasoning, and risks privately. Nobody sees others' input until they submit. 3. **Synthesize** — Generate a structured synthesis: consensus, dissent, blind spots, confidence — not a chronological summary. 4. **Decide and document** — The engineering manager calls the decision based on the synthesis and logs it in the ADR database. ### Why do most async RFCs fail? The default async RFC is a Google Doc with a comment thread. It fails for one reason: the first three comments anchor everyone else. Engineer A reads the doc, drops a sharp comment. Engineer B sees A's comment before forming her own opinion. By comment ten, the team has converged on whatever A said — not because it was right, but because it was first. This is anchoring bias, documented since Tversky and Kahneman's 1974 paper. Every engineering team has seen it. The retrospective lament 'we should have heard from X earlier' is anchoring bias talking. Async RFCs also fail on incompleteness. Free-text comments let engineers duck dimensions they would rather not engage with. Almost nobody volunteers the risks of their own preferred option. Almost nobody articulates the conditions under which they'd change their mind. ### Step 1: How do you frame the question? A good async decision question is binary or trinary. 'Should we migrate to services?' is binary. 'What database should we use?' is too open — split it. Async input does not converge on open-ended questions. Include: the decision, the deadline, the rough cost of being wrong, and a link to context (existing RFC, prior thread, architecture doc). 100 to 300 words of context. Not more — engineers will not read it. The deadline matters more than people think. 48 hours is the sweet spot for distributed teams: long enough for everyone to think, short enough that nobody postpones. ### Step 2: How do you gate the contribution phase? This is the core of an async RFC done right. Until an engineer submits their own position, they must not see anyone else's. This is the only mechanism that reliably defeats anchoring. If you are doing this in a doc, it requires hard discipline (one document per engineer, no peeking). If you are doing it in a tool like KFC, the gating is automatic. Each contribution should have three fields: position (for, against, conditional), reasoning (why), risks (what could go wrong if your position wins). ### Step 3: What is synthesis (not summary)? After contributions are in, do not write a summary. Write a synthesis. The difference: a summary lists what was said. A synthesis maps where the team agrees, where it disagrees, and what nobody addressed. The four blocks of a good synthesis: (1) Consensus — what most engineers agreed on with reasoning. (2) Dissent — where engineers split and why each camp held their position. (3) Blind spots — risks, costs, or considerations that came up in less than 20% of contributions and may have been under-weighted. (4) Confidence — how settled this decision feels, on a scale. Claude is good at this. So is a careful engineering manager with an hour. The point is the structure, not the author. ### Step 4: How do you close and document the decision? The synthesis is not the decision. The decision-maker (usually the engineering manager or tech lead) reads the synthesis and calls the shot. Document the decision in your ADR or RFC database with three things: the call made, the rationale, and the synthesis link. Future you needs all three. Close the room. The decision is final until someone surfaces new information that justifies re-opening it. ### When are async RFCs the wrong choice? Async is not always right. Use sync when: there is genuine new information arriving in real-time (e.g. incident response), when the relational stakes are high (e.g. a difficult hiring call), or when the decision is small and reversible (a one-hour meeting is cheaper than a 48-hour process). Use async for everything else. That is the majority of engineering decisions. **Closing:** Async RFCs done right are not slower than meetings. They are faster, because the synthesis arrives with structure already in it. The only thing they cost is the discipline to gate contributions. That cost is what KFC removes. #### References - Tversky & Kahneman (1974) — Judgment under Uncertainty: Heuristics and Biases — https://www.science.org/doi/10.1126/science.185.4157.1124 - Amazon Two-Pizza Teams (Bezos shareholder letter) — https://www.aboutamazon.com/news/company-news/2016-letter-to-shareholders --- ## Guide: Anchoring bias in engineering decisions: what it is and how to defeat it URL: https://www.kfc.ma/guides/anchoring-bias-engineering Published: 2026-05-31 Reading time: 7 min **TL;DR:** Anchoring bias is the tendency to over-weight the first piece of information encountered when forming a judgment. In engineering decisions, the first opinion stated frames every contribution after it. Three protocols defeat it: independent private submission (strongest), reverse seniority order, and devil's advocate rotation. If your engineering team has a senior staff engineer who is usually right, you have a problem. Not because they are usually right — that is a feature. The problem is that once they have spoken, no one else's reasoning is independent. This is anchoring bias, and it is the single biggest cognitive failure mode in technical decision-making. #### Defined term: Anchoring bias A cognitive bias in which an individual relies too heavily on the first piece of information offered (the 'anchor') when making decisions. In engineering, the first stated opinion in a technical discussion disproportionately shapes subsequent contributions, even when the anchor is uninformed. ### What is anchoring bias? Anchoring is the tendency for humans to weight the first piece of information they encounter on a topic, then adjust insufficiently from it. Tversky and Kahneman first documented it in 1974 by asking subjects to estimate the percentage of African nations in the UN after spinning a wheel of fortune — subjects who saw a high spin gave higher estimates than subjects who saw a low spin, despite the spin being obviously irrelevant. In engineering decisions, the anchor is whatever the most senior or most vocal engineer says first. Once stated, every subsequent contribution is an adjustment from that anchor. Engineers who would have started from a different premise instead start from the staff engineer's premise and tweak the edges. This is not a junior-engineer problem. It is a humans problem. Studies have shown anchoring affects judges in sentencing decisions, doctors in diagnosis, and venture capitalists in valuations. Engineers are not magically immune. ### Why is anchoring worse in distributed engineering teams? On a co-located team, the senior engineer is one voice among several in a room. Body language, side conversations, and the social cost of agreeing too quickly all dampen the anchor. On a distributed team, the senior engineer's anchor is a Slack message that everyone reads in isolation, with no social signal that anyone disagrees. The anchor is purer, and so it bites harder. This is why distributed teams need explicit anti-anchoring protocols. The implicit ones do not work. ### Protocol 1: Independent private submission Before any discussion happens, every engineer submits their position privately. Nobody sees anyone else's input until they have submitted their own. This is the gold standard. It is also the hardest to enforce in tools that were not built for it. Slack does not support it. Notion comments do not support it. A Google Doc requires honor-system discipline that real teams do not maintain under deadline pressure. KFC enforces this by default. Other tools (Polly, decision-making frameworks like RAPID) implement it partially. ### Protocol 2: Reverse seniority order If you must run a sync meeting, ask the most junior engineer for their position first. Then the next most junior. Senior engineers speak last. This is well-documented in the Amazon two-pizza-team playbook and Jeff Bezos's narrative memo culture. It works because the anchor is set by the most-junior reasoning, which is closer to first-principles than the senior-engineer pattern-match. Limitation: it still produces anchoring, just from a junior anchor instead of a senior one. Better than the default, worse than independent submission. ### Protocol 3: Devil's advocate rotation Assign one engineer per decision the explicit role of arguing against the leading position, regardless of their actual view. Rotate the assignment. This does not remove anchoring, but it forces the anchored-against-position to be articulated in full. It surfaces the costs that the converged team would have ignored. Pairs well with Protocol 1. After independent submission, the synthesis often shows one or two dissenters. Make them the devil's advocates for the follow-up discussion if one is needed. ### How do you diagnose anchoring on your team? Three diagnostic signs: (1) your team's decisions tend to align with whoever spoke first. (2) Engineers in retros say 'I had concerns but didn't raise them.' (3) Decisions that turned out wrong have post-mortems in which someone says 'I thought about that but assumed someone smarter had checked.' If any of these are familiar, you have an anchoring problem. The good news is that anchoring is a process problem, not a people problem — and process problems have process fixes. **Closing:** The best engineering teams do not have smarter engineers than the average team. They have processes that extract the independent reasoning that already exists in every team. Defeating anchoring is the first move. #### References - Tversky & Kahneman (1974) — Judgment under Uncertainty: Heuristics and Biases — https://www.science.org/doi/10.1126/science.185.4157.1124 - Englich, Mussweiler & Strack (2006) — Anchoring in judicial decisions — https://doi.org/10.1177/0146167205282152 --- ## Guide: Async vs sync engineering decisions: how to choose URL: https://www.kfc.ma/guides/async-vs-sync-decisions Published: 2026-05-31 Reading time: 6 min **TL;DR:** Choose async vs sync based on four dimensions: reversibility, stakes, urgency, and team size. Sync for incident response, relational decisions, and small reversible calls. Async for architecture decisions, 5+ stakeholders, and cross-timezone work. Hybrid (async first, sync only for unresolved dissent) is often best. Async-first culture is fashionable. So is the backlash against it. Both are too simple. The right answer is decision-by-decision: some calls are obviously sync, some are obviously async, and the interesting cases are the ones in the middle. ### What are the four dimensions of a decision-mode choice? Every engineering decision has four properties that determine its right mode: reversibility (Bezos's one-way vs two-way doors), stakes (revenue impact, eng-quarters of work), urgency (must decide today vs this quarter), and team size (3 engineers vs 30). High reversibility, low stakes, low urgency, small team — sync is fine. The meeting cost is small and the social bandwidth is high. Low reversibility, high stakes, low urgency, large team — async is correct. You want independent reasoning from everyone before converging. Most decisions are mixed. That is where the framework helps. ### When is sync the right mode? Incident response. New information arriving in real-time, decisions need to be made in minutes not hours, the team needs to coordinate action immediately. Async is malpractice here. Relational decisions. Performance reviews, difficult hiring calls, conflict resolution. The signal in someone's voice and face is part of the decision. Async strips it out. Small reversible calls. Choosing a library for a one-engineer-week prototype. The cost of being wrong is days, the cost of an async process is hours. Just decide. ### When is async the right mode? Architecture decisions with multi-quarter cost. You will not improve on a 48-hour async process by adding a one-hour meeting. Decisions with 5+ stakeholders. The marginal cost of one more person in a meeting is large; the marginal cost of one more contributor in an async room is near zero. Decisions across timezones. Sync meetings here always tax the team in the worst timezone. Async removes the tax. ### What is the async-then-sync hybrid pattern? Many teams' best decisions run async-then-sync. The async phase gathers independent reasoning, the sync phase resolves remaining dissent. Run the async phase first. Generate the synthesis. If consensus is high (8 of 10 engineers aligned with shared reasoning), the engineering manager calls it and there is no meeting. If dissent is structural (4 vs 6 with different framings), schedule a 30-minute sync with only the engineers whose positions diverged. This is the pattern KFC is built for: cheap async first, expensive sync only when the synthesis shows you need it. ### What are the common failure modes of each? Async failure mode: the room is open for two weeks because no one set a deadline. Decisions decay. Engineers forget the context. Avoid by setting hard deadlines (48h is right for most calls). Sync failure mode: the meeting is dominated by two voices and the seven others nod along. The decision is made but no one is bought in. Avoid by running async first when team size is more than 5. Worst-of-both failure mode: a Slack thread that drifts for three days then gets resolved in an emergency meeting. This is the default mode of most engineering teams. Replace it with a deliberate choice. **Closing:** Async vs sync is a tool choice, not an identity. Teams that use both deliberately ship better decisions than teams that pick one and apply it to everything. #### References - Bezos shareholder letter on one-way vs two-way doors — https://www.aboutamazon.com/news/company-news/2016-letter-to-shareholders --- ## Guide: Why every distributed engineering team needs a decision log URL: https://www.kfc.ma/guides/distributed-team-decision-log Published: 2026-05-31 Reading time: 5 min **TL;DR:** A decision log records every meaningful technical decision with rationale and alternatives considered. Distributed teams need it more than co-located teams because tribal knowledge does not survive timezone gaps. The only way to keep one alive is to integrate it into the decision-running tool itself. Six months into any engineering project, someone always asks: why did we do it this way? If the team is co-located, you can usually find the person who remembers. If the team is distributed across timezones and the original engineers have rotated, you cannot. A decision log is the only mechanism that survives this. ### What is an engineering decision log? A decision log is a chronological record of every meaningful technical decision the team has made, with the rationale and the alternatives that were considered. Some teams call it an ADR (Architecture Decision Record) database. The name does not matter. Each entry has six fields: date, decision, context, alternatives considered, rationale chosen, and consequences (filled in retrospectively). The decision log is not documentation. Documentation describes how the system works. The decision log describes why the system works that way. ### Why do distributed teams need a decision log more than co-located teams? On a co-located team, tribal knowledge fills the gap. The senior engineer in the office remembers why the auth flow looks weird. New hires ask, get the story, move on. On a distributed team, the senior engineer is in a timezone the new hire never overlaps with. The story is never told. The new hire either replicates the weirdness blindly or removes it without understanding the constraint that produced it. Both are bad. A decision log compresses the senior engineer's tribal knowledge into a queryable artifact. The new hire reads the log entry from 18 months ago, understands the constraint, and either keeps the design or proposes a deliberate replacement. ### What belongs in the decision log? Belongs: architecture choices, framework selections, database decisions, deprecation calls, hiring philosophy shifts, process changes that affect the whole team. Does not belong: ticket-level work, code reviews, retrospective action items, individual sprint priorities. Rule of thumb: if a new engineer joining 12 months from now would benefit from knowing the reasoning, it belongs. ### How do you keep a decision log alive past month three? The hard part of a decision log is not starting it. It is keeping it alive past month three. The mechanism that works: integrate the decision log with the decision process. Every async decision room closes with a synthesis. The synthesis becomes the decision log entry. No extra writing step. Teams that try to retroactively write log entries on Friday afternoons abandon the practice within a quarter. Teams that integrate it into the decision-running tool keep it going indefinitely. ### Where should you host the decision log? Wherever it will not get lost. Notion ADR database, GitHub repo of markdown files, Confluence space — all work. The platform matters less than the discipline. Avoid: Slack pins (lost), Loom videos (unsearchable), email threads (literally any other option is better). If you use KFC, every closed room is a permanent decision-log entry with the question, the contributions, and the synthesis preserved. The link is the log entry. **Closing:** Distributed engineering teams that survive turnover and grow past 20 engineers all have one thing in common: a decision log that someone has maintained for at least two years. Start yours today. #### References - Michael Nygard — Documenting Architecture Decisions (ADR) — https://cognitect.com/blog/2011/11/15/documenting-architecture-decisions # Templates --- ## Template: Pivot or persevere URL: https://www.kfc.ma/templates/pivot-or-persevere Audience: founders Tagline: When the metrics aren't lying anymore. **Question to pose:** Should we pivot the product, or push another two quarters with the current bet? **Opening context for contributors:** Surface the data each contributor sees as decisive — not the rollup, the raw numbers. Note any retention cohort that's clearly working and any segment that's clearly not. The aim is to get every person's threshold for 'persevere' on the table before we agree. **When to use:** - Three quarters of flat growth - Founder gut says one thing, dashboards say another - Investor check-in next month --- ## Template: Hire this senior candidate URL: https://www.kfc.ma/templates/hire-senior-role Audience: people Tagline: After the loop, before the offer. **Question to pose:** Should we extend an offer to this candidate for the role? **Opening context for contributors:** Each interviewer share: strongest signal (verbatim if possible), strongest concern, and what would change your mind. State explicitly whether your vote is independent of compensation — those are different decisions. **When to use:** - Director-level+ hires - Critical first hire in a function - Replacing a departing lead --- ## Template: Run a layoff URL: https://www.kfc.ma/templates/layoff-decision Audience: exec Tagline: The hardest decision a leadership team makes. **Question to pose:** Should we proceed with a workforce reduction this quarter? **Opening context for contributors:** Frame: target % reduction, expected runway gain, and the alternatives explicitly considered (revenue acceleration, cost cuts elsewhere, fundraise window). Every contributor must name at least one risk they would own if we proceed and one if we don't. **When to use:** - Runway pressure - Strategy change leaving teams without scope - Performance + market dual squeeze --- ## Template: Build vs buy URL: https://www.kfc.ma/templates/build-vs-buy Audience: product Tagline: Before engineering writes a line. **Question to pose:** Should we build this in-house, or buy a vendor solution? **Opening context for contributors:** Each side document: total cost of ownership over 24 months, who owns the integration on day 365, what we lose if the vendor changes pricing or shuts down, and what we lose if our build team gets pulled to higher-priority work. **When to use:** - Vendor evaluation that drifted into 'we could just build this' - Mid-tier infra decision --- ## Template: Strategic shift (board) URL: https://www.kfc.ma/templates/board-strategic-shift Audience: board Tagline: When the board needs to bless or block. **Question to pose:** Should the board approve the proposed strategic shift? **Opening context for contributors:** Each board member: the one metric that, if it moved as expected over 18 months, would validate this decision; the one that would invalidate it; and the named alternative path you would prefer if we don't take this one. **When to use:** - Market expansion - Major product reset - M&A approach --- ## Template: Adopt a new policy URL: https://www.kfc.ma/templates/policy-change Audience: people Tagline: Internal governance, externally auditable. **Question to pose:** Should we adopt this policy across the organization? **Opening context for contributors:** Reference the draft inline. Contributors: which teams are disproportionately affected, what we measure to know it's working at 90 days, and the rollback condition if it isn't. **When to use:** - Remote-work policy - Compensation philosophy - AI-tool acceptable use # Comparisons --- ## Comparison: KFC vs Slack threads for engineering decisions URL: https://www.kfc.ma/vs/slack-threads **Verdict:** Use Slack for sub-1-hour calls where the decision is reversible. Use KFC when the decision has multi-quarter cost and you need every engineer's independent reasoning on record. Slack threads are fast, but the first reply anchors the room and there's no synthesis. KFC enforces private contribution and produces a structured synthesis of agreement, dissent, and blind spots. ### Side by side - **Anti-anchoring** — KFC: Yes — contributions gated until you submit / Slack threads: No — first reply frames the rest - **Structured input** — KFC: Position + reasoning + risks per engineer / Slack threads: Free-form text, easy to skip dimensions - **AI synthesis** — KFC: Consensus, dissent, blind spots, confidence / Slack threads: None (or post-hoc plugin) - **Decision log** — KFC: Permanent room URL with synthesis / Slack threads: Buried in channel history - **Time-to-decision** — KFC: 48h structured window / Slack threads: Drift across days, often unresolved - **Cost per decision** — KFC: Free (first team) / Slack threads: Free, but high meta-cost (reread thread) ### Use KFC when - Architecture migration calls (services, frameworks, databases) - Hiring decisions where multiple engineers interviewed - Sunsetting a product or API - Build vs buy with multi-year cost implications - Any decision your team will reference in a quarterly review ### Use Slack threads when - Urgent incident-response coordination - Routing a quick question to the right teammate - Casual brainstorm where decision isn't on the table yet Slack threads work for execution chatter — coordination, status, fast Q&A. They are designed for low-latency, low-stakes communication. Engineering decisions are the opposite shape. They are higher-stakes, lower-urgency, and require independent reasoning before a group converges. The Slack thread format actively works against that. The first three replies in any thread set the anchor; engineers who arrive later read those replies before forming their own opinion, so their input is shaped by what was said first. This is documented in decades of behavioral economics research (Tversky and Kahneman, 1974) and it shows up in every team retro that ends with 'we should have heard from X earlier.' KFC inverts that. When a room opens, you cannot read other contributions until you submit your own. By the time the synthesis runs, you have N independent samples of how the team actually thinks — not N copies of whatever the staff engineer typed first. The second difference is structure. A Slack reply is free text. A KFC contribution is position + reasoning + risks. Forcing that shape means engineers cannot duck dimensions they would rather ignore (especially risks), and the synthesis has consistent columns to operate on. If your engineering team currently runs decisions in Slack threads and ends up scheduling a sync meeting anyway because 'the thread got long,' KFC is built for exactly that workflow. --- ## Comparison: KFC vs Notion docs for async decisions URL: https://www.kfc.ma/vs/notion **Verdict:** Use KFC to run the decision. Paste the synthesis into your Notion ADR or RFC database for the permanent record. They complement, not compete. Notion docs are great for capturing decisions. They are not built to make them. KFC handles the contribution and synthesis phase; Notion handles the long-term record. ### Side by side - **Anti-anchoring contributions** — KFC: Yes — gated by submission / Notion docs: No — everyone sees the doc and prior comments - **AI synthesis of dissent** — KFC: Built-in, automatic per contribution / Notion docs: Notion AI summarizes text, not decision shape - **RFC archive / search** — KFC: Per-room, not searchable across rooms yet / Notion docs: Powerful database views, deep search - **Permissions / sharing** — KFC: Email-invite per room / Notion docs: Workspace + page permissions - **Pricing model** — KFC: Free for first team / Notion docs: Per-seat, $$ at scale ### Use KFC when - Before writing the RFC: gather independent positions first - Decisions with 5+ stakeholders who would over-comment in a doc - Any moment where you'd otherwise schedule a meeting to resolve the doc ### Use Notion docs when - Long-term ADR / decision log archive - Knowledge base, runbooks, onboarding docs - Project plans, specs, designs Notion is excellent at structuring information after a decision is made. RFC templates, ADR databases, linked tables — all powerful for retrieval and history. Where Notion struggles is the wet-cement phase: when the team is still forming opinions. A Notion doc with a comment thread has all the anchoring problems of a Slack thread plus the friction of finding the right cursor position to disagree. People defer. People agree to move on. The doc gets approved without the engineers who had real concerns surfacing them. KFC runs the disagreement phase, then exits. Open a room, get every engineer's independent position with reasoning and risks, generate the synthesis, paste it into your Notion ADR. The synthesis is structured (agree, dissent, blind spots, confidence) so it maps cleanly into ADR fields. Teams that use both report the workflow: KFC for the room → Notion for the archive. KFC's permanent room URL can be linked from the ADR for full audit trail. --- ## Comparison: KFC vs Loom for async engineering decisions URL: https://www.kfc.ma/vs/loom **Verdict:** Use Loom to explain a proposal in depth. Use KFC to actually run the decision on that proposal with the team. Loom is one-way broadcast. KFC is multi-way structured decision-making. Different tools for different phases. ### Side by side - **Direction of communication** — KFC: N-to-1 then synthesis / Loom videos: 1-to-N broadcast - **Structured reasoning per person** — KFC: Yes — position + reasoning + risks / Loom videos: Reactions / comments, no structure - **Anti-anchoring** — KFC: Yes / Loom videos: No — first comment frames others - **Output** — KFC: Synthesis of consensus + dissent + blind spots / Loom videos: Video + comment thread - **Best for** — KFC: Deciding / Loom videos: Explaining ### Use KFC when - The decision itself: gathering positions from N engineers - Decisions where you want independent reasoning on record - Any decision longer than a single Loom can resolve ### Use Loom videos when - Walking through a complex proposal or design - Demoing a prototype - Onboarding context for new team members Loom and KFC sit at different points in the async workflow. Loom is great for a tech lead recording a 5-minute walkthrough of a proposal. The team watches, gets context, leaves comments. But comments on a Loom are the same anchoring problem in a different wrapper. The first comment is the loudest. People who watch later read it first and adjust their own input. There is no synthesis at the end — just a thread. The natural pairing: Loom for the explanation, KFC for the decision. Embed the Loom URL in the KFC room context. Each engineer watches, then opens KFC, submits their position privately. Synthesis runs. Decision closes. If your team uses Loom as a meeting replacement, you've solved the broadcast problem. KFC solves the structured-response problem that comes next.