L I B R A R Y · P L A Y B O O K
Build Playbook
How Kokasync Labs scopes, designs, guards, measures, and ships agents and automations — fixed-scope discipline from discovery to production.
200 articles
8 clusters
Search this series
Start here
How we scope an agent pilot in a single conversation
A practical operator guide to scope an agent pilot in a single…: what changes in real workflows, how to design for production, and what to measure before…
Why we prototype the human workflow first
A practical operator guide to Why we prototype the human workflow first: what changes in real workflows, how to design for production, and what to measure…
How we decide what to build custom vs buy
A practical operator guide to decide what to build custom vs buy: what changes in real workflows, how to design for production, and what to measure before…
Why “12 hours back per week” is only meaningful with a proper baseline
A practical operator guide to Why 12 hours back per week is only…: what changes in real workflows, how to design for production, and what to measure before…
A. Scoping & Discovery 25
- 01How we scope an agent pilot in a single conversationA practical operator guide to scope an agent pilot in a single…: what changes in real workflows, how to design
- 02The four questions we always ask before saying yes to any agent projectA practical operator guide to four questions we always ask before…: what changes in real workflows, how to des
- 03Why we refuse to start building until success metrics are written downA practical operator guide to Why we refuse to start building until…: what changes in real workflows, how to d
- 04How we decide “this is a good first agent” vs “this is too ambitious”A practical operator guide to decide this is a good first agent vs…: what changes in real workflows, how to de
- 05The decision matrix we use to pick the highest-leverage workflowA practical operator guide to decision matrix we use to pick the…: what changes in real workflows, how to desi
- 06What we deliberately leave out of a pilot scope (and why)A practical operator guide to What we deliberately leave out of a…: what changes in real workflows, how to des
- 07How we turn a vague “we need an AI agent” request into a clear deliverableA practical operator guide to turn a vague we need an AI agent…: what changes in real workflows, how to design
- 08The difference between a use-case and a real workflow (most people confuse them)A practical operator guide to difference between a use-case and a…: what changes in real workflows, how to des
- 09How we map a process before we ever talk about tools or modelsA practical operator guide to map a process before we ever talk about…: what changes in real workflows, how to
- 10Why we start with the human version of the work, not the AI versionA practical operator guide to Why we start with the human version of…: what changes in real workflows, how to
- 11The “one bottleneck” test we run on every potential projectA practical operator guide to one bottleneck test we run on every…: what changes in real workflows, how to des
- 12How we identify the single highest-ROI automation opportunity in a teamA practical operator guide to identify the single highest-ROI…: what changes in real workflows, how to design
- 13What information we need from the client before the first technical discussionA practical operator guide to What information we need from the…: what changes in real workflows, how to desig
- 14How we spot processes that look automatable but actually aren’t (yet)A practical operator guide to spot processes that look automatable…: what changes in real workflows, how to de
- 15The red flags that make us walk away from a project earlyA practical operator guide to red flags that make us walk away from a…: what changes in real workflows, how to
- 16How we define “done” before any code is writtenA practical operator guide to define done before any code is written: what changes in real workflows, how to d
- 17Why we force a written scope document even for small pilotsA practical operator guide to Why we force a written scope document…: what changes in real workflows, how to d
- 18How we handle “can it also do X?” during the scoping callA practical operator guide to handle can it also do X? during the…: what changes in real workflows, how to des
- 19The difference between a pilot and a production system (we are strict about this)A practical operator guide to difference between a pilot and a…: what changes in real workflows, how to design
- 20How we set realistic expectations on accuracy and edge casesA practical operator guide to set realistic expectations on accuracy…: what changes in real workflows, how to
- 21Why we prefer narrow, high-frequency workflows over broad, rare onesA practical operator guide to Why we prefer narrow, high-frequency…: what changes in real workflows, how to de
- 22How we handle clients who already have “an AI strategy”A practical operator guide to handle clients who already have an AI…: what changes in real workflows, how to d
- 23The questions that reveal whether a process is ready for an agentA practical operator guide to questions that reveal whether a process…: what changes in real workflows, how to
- 24Why we map exceptions before we design the happy pathA practical operator guide to Why we map exceptions before we design…: what changes in real workflows, how to
- 25How we decide the minimum viable data the client must already haveA practical operator guide to decide the minimum viable data the…: what changes in real workflows, how to desi
B. Fixed Scope & Commercial Approach 25
- 01Why we only do fixed-scope for the first engagementA practical operator guide to Why we only do fixed-scope for the…: what changes in real workflows, how to desi
- 02Fixed scope vs retainer: the real trade-offs (not the sales version)A practical operator guide to Fixed scope vs retainer: the real…: what changes in real workflows, how to desig
- 03How fixed scope protects both the client and usA practical operator guide to How fixed scope protects both the…: what changes in real workflows, how to desig
- 04What “fixed number after one conversation” actually looks like in practiceA practical operator guide to What fixed number after one…: what changes in real workflows, how to design for
- 05How we price a pilot without under-charging or over-promisingA practical operator guide to price a pilot without under-charging or…: what changes in real workflows, how to
- 06Why open-ended retainers often create worse outcomes in agent workA practical operator guide to Why open-ended retainers often create…: what changes in real workflows, how to d
- 07When a retainer *does* make sense (after the first successful pilot)A practical operator guide to When a retainer *does* make sense…: what changes in real workflows, how to desig
- 08How we prevent scope creep without being difficultA practical operator guide to prevent scope creep without being…: what changes in real workflows, how to desig
- 09The language we use when a client asks for “just one more thing”A practical operator guide to language we use when a client asks for…: what changes in real workflows, how to
- 10Why we never start with a monthly retainer for new agent workA practical operator guide to Why we never start with a monthly…: what changes in real workflows, how to desig
- 11How we structure payment milestones around clear deliverablesA practical operator guide to structure payment milestones around…: what changes in real workflows, how to des
- 12What happens if the pilot succeeds — our default next-step optionsA practical operator guide to What happens if the pilot succeeds —…: what changes in real workflows, how to de
- 13How we say no to projects that don’t fit fixed-scope thinkingA practical operator guide to say no to projects that don’t fit…: what changes in real workflows, how to desig
- 14The commercial risks of time-and-materials in AI agent buildsA practical operator guide to commercial risks of time-and-materials…: what changes in real workflows, how to
- 15Why we prefer one clear deliverable over a list of vague outcomesA practical operator guide to Why we prefer one clear deliverable…: what changes in real workflows, how to des
- 16How we document assumptions so neither side is surprised laterA practical operator guide to document assumptions so neither side is…: what changes in real workflows, how to
- 17The “one business day reply” rule and why we keep itA practical operator guide to one business day reply rule and why we…: what changes in real workflows, how to
- 18How we decide whether a project is worth a founder’s timeA practical operator guide to decide whether a project is worth a…: what changes in real workflows, how to des
- 19Why we don’t do free discovery workshopsA practical operator guide to Why we don’t do free discovery workshops: what changes in real workflows, how to
- 20How we turn the three-question diagnostic into a real proposalA practical operator guide to turn the three-question diagnostic into…: what changes in real workflows, how to
- 21What “no funnels, no account managers” actually means day-to-dayA practical operator guide to What no funnels, no account managers…: what changes in real workflows, how to de
- 22How we handle clients who want “ongoing support” from day oneA practical operator guide to handle clients who want ongoing support…: what changes in real workflows, how to
- 23Why senior people doing the work changes the pricing modelA practical operator guide to Why senior people doing the work…: what changes in real workflows, how to design
- 24How we structure the first conversation so it actually produces a decisionA practical operator guide to structure the first conversation so it…: what changes in real workflows, how to
- 25The difference between a fixed-scope pilot and a fixed-scope production systemA practical operator guide to difference between a fixed-scope pilot…: what changes in real workflows, how to
C. Agent Design & Architecture 30
- 01How we decide between a simple loop and a more complex agent graphA practical operator guide to decide between a simple loop and a more…: what changes in real workflows, how to
- 02The first architectural decision we make on every agentA practical operator guide to first architectural decision we make on…: what changes in real workflows, how to
- 03Why we start with the smallest possible tool setA practical operator guide to Why we start with the smallest possible…: what changes in real workflows, how to
- 04How we design the agent’s memory (and when we deliberately give it none)A practical operator guide to design the agent’s memory (and when we…: what changes in real workflows, how to
- 05The difference between a reactive agent and a proactive oneA practical operator guide to difference between a reactive agent and…: what changes in real workflows, how to
- 06How we choose the right loop type (turn-based, goal-based, time-based, proactive)A practical operator guide to choose the right loop type (turn-based,…: what changes in real workflows, how to
- 07Why most agents fail because of bad state managementA practical operator guide to Why most agents fail because of bad…: what changes in real workflows, how to des
- 08How we decide what the agent is allowed to remember across sessionsA practical operator guide to decide what the agent is allowed to…: what changes in real workflows, how to des
- 09The “human holds the initiative” principle we design aroundA practical operator guide to human holds the initiative principle we…: what changes in real workflows, how to
- 10How we structure system prompts for reliability instead of clevernessA practical operator guide to structure system prompts for…: what changes in real workflows, how to design for
- 11Why we treat the system prompt as production codeA practical operator guide to Why we treat the system prompt as…: what changes in real workflows, how to desig
- 12How we version and test prompt changesA practical operator guide to version and test prompt changes: what changes in real workflows, how to design f
- 13The role of intermediate reasoning traces (and when we hide them)A practical operator guide to role of intermediate reasoning traces…: what changes in real workflows, how to d
- 14How we design for partial failure instead of perfect successA practical operator guide to design for partial failure instead of…: what changes in real workflows, how to d
- 15Why we almost never give an agent unrestricted internet accessA practical operator guide to Why we almost never give an agent…: what changes in real workflows, how to desig
- 16How we decide which actions require confirmationA practical operator guide to decide which actions require confirmation: what changes in real workflows, how t
- 17The difference between tool use and true agencyA practical operator guide to difference between tool use and true…: what changes in real workflows, how to de
- 18How we keep agents from getting stuck in repetitive loopsA practical operator guide to keep agents from getting stuck in…: what changes in real workflows, how to desig
- 19Designing recovery behaviour when a tool call failsA practical operator guide to Designing recovery behaviour when a…: what changes in real workflows, how to des
- 20How we make the agent’s plan visible to the humanA practical operator guide to make the agent’s plan visible to the human: what changes in real workflows, how
- 21Why we separate planning from execution in most production agentsA practical operator guide to Why we separate planning from execution…: what changes in real workflows, how to
- 22How we handle long-running tasks without the agent “forgetting”A practical operator guide to handle long-running tasks without the…: what changes in real workflows, how to d
- 23The trade-offs between single-agent and multi-agent designsA practical operator guide to trade-offs between single-agent and…: what changes in real workflows, how to des
- 24When we deliberately keep the agent single-purposeA practical operator guide to When we deliberately keep the agent…: what changes in real workflows, how to des
- 25How we decide the right level of autonomy for a given workflowA practical operator guide to decide the right level of autonomy for…: what changes in real workflows, how to
- 26Designing agents that work inside existing tools (Slack, email, CRM, etc.)A practical operator guide to Designing agents that work inside…: what changes in real workflows, how to desig
- 27Why we prefer agents that call APIs over agents that control a browserA practical operator guide to Why we prefer agents that call APIs…: what changes in real workflows, how to des
- 28How we think about latency budgets for interactive agentsA practical operator guide to think about latency budgets for…: what changes in real workflows, how to design
- 29The role of caching and prefix techniques in agent systemsA practical operator guide to role of caching and prefix techniques…: what changes in real workflows, how to d
- 30How we design agents that degrade gracefully when models are slow or downA practical operator guide to design agents that degrade gracefully…: what changes in real workflows, how to d
D. Guardrails, Safety & Evaluation 30
- 01Why guardrails are first-class logic, not an afterthoughtA practical operator guide to Why guardrails are first-class logic,…: what changes in real workflows, how to d
- 02Pre-LLM vs post-LLM guardrails — when we use eachA practical operator guide to Pre-LLM vs post-LLM guardrails — when…: what changes in real workflows, how to d
- 03The self-correction loop pattern we use for hallucination and policy failuresA practical operator guide to self-correction loop pattern we use for…: what changes in real workflows, how to
- 04How we detect and block prompt injection attemptsA practical operator guide to detect and block prompt injection attempts: what changes in real workflows, how
- 05Practical PII and sensitive-data handling in agentsA practical operator guide to Practical PII and sensitive-data…: what changes in real workflows, how to design
- 06How we validate tool calls before they executeA practical operator guide to validate tool calls before they execute: what changes in real workflows, how to
- 07Output format enforcement that actually worksA practical operator guide to Output format enforcement that actually…: what changes in real workflows, how to
- 08How we measure whether a guardrail is helping or just adding latencyA practical operator guide to measure whether a guardrail is helping…: what changes in real workflows, how to
- 09Designing human-in-the-loop checkpoints that people will actually useA practical operator guide to Designing human-in-the-loop checkpoints…: what changes in real workflows, how to
- 10The difference between hard blocks and soft warningsA practical operator guide to difference between hard blocks and soft…: what changes in real workflows, how to
- 11How we log every guardrail intervention for later analysisA practical operator guide to log every guardrail intervention for…: what changes in real workflows, how to de
- 12Continuous evaluation: what we measure after an agent goes liveA practical operator guide to Continuous evaluation: what we measure…: what changes in real workflows, how to
- 13Building simple evaluation sets before the agent existsA practical operator guide to Building simple evaluation sets before…: what changes in real workflows, how to
- 14How we test edge cases that real users will hitA practical operator guide to test edge cases that real users will hit: what changes in real workflows, how to
- 15The “what happens when the agent is confidently wrong” checklistA practical operator guide to what happens when the agent is…: what changes in real workflows, how to design f
- 16Why we treat evaluation as part of the product, not a separate phaseA practical operator guide to Why we treat evaluation as part of the…: what changes in real workflows, how to
- 17How we decide the acceptable error rate for a given workflowA practical operator guide to decide the acceptable error rate for a…: what changes in real workflows, how to
- 18Designing fallbacks when the model refuses or failsA practical operator guide to Designing fallbacks when the model…: what changes in real workflows, how to desi
- 19How we prevent agents from taking irreversible actionsA practical operator guide to prevent agents from taking irreversible…: what changes in real workflows, how to
- 20The minimum observability we require before calling an agent “production”A practical operator guide to minimum observability we require before…: what changes in real workflows, how to
- 21How we monitor for drift after deploymentA practical operator guide to monitor for drift after deployment: what changes in real workflows, how to desig
- 22Building feedback loops so the agent (and the system) improve over timeA practical operator guide to Building feedback loops so the agent…: what changes in real workflows, how to de
- 23Why we separate safety guardrails from quality evaluationA practical operator guide to Why we separate safety guardrails from…: what changes in real workflows, how to
- 24Practical toxicity and brand-voice checksA practical operator guide to Practical toxicity and brand-voice checks: what changes in real workflows, how t
- 25How we handle multi-step reasoning that goes off-trackA practical operator guide to handle multi-step reasoning that goes…: what changes in real workflows, how to d
- 26Designing agents that can admit uncertaintyA practical operator guide to Designing agents that can admit…: what changes in real workflows, how to design
- 27The role of deterministic checks vs model-based judgesA practical operator guide to role of deterministic checks vs…: what changes in real workflows, how to design
- 28How we cost-control expensive post-LLM evaluationsA practical operator guide to cost-control expensive post-LLM…: what changes in real workflows, how to design
- 29What we log and what we deliberately do not logA practical operator guide to What we log and what we deliberately do…: what changes in real workflows, how to
- 30Turning failed runs into better test casesA practical operator guide to Turning failed runs into better test cases: what changes in real workflows, how
E. Automations & Measuring Impact 25
- 01How we calculate real hours saved before writing any codeA practical operator guide to calculate real hours saved before…: what changes in real workflows, how to desig
- 02The baseline measurement process we always runA practical operator guide to baseline measurement process we always run: what changes in real workflows, how
- 03Why “12 hours back per week” is only meaningful with a proper baselineA practical operator guide to Why 12 hours back per week is only…: what changes in real workflows, how to desi
- 04The first three automations we look for in almost every teamA practical operator guide to first three automations we look for in…: what changes in real workflows, how to
- 05Document processing: how we approach it methodicallyA practical operator guide to Document processing: how we approach it…: what changes in real workflows, how to
- 06Internal reporting automation — the highest-ROI starting point for many teamsA practical operator guide to Internal reporting automation — the…: what changes in real workflows, how to des
- 07Lead response and routing: designing for speed and qualityA practical operator guide to Lead response and routing: designing…: what changes in real workflows, how to de
- 08How we decide between a simple automation and a full agentA practical operator guide to decide between a simple automation and…: what changes in real workflows, how to
- 09Measuring soft benefits (reduced context switching, fewer errors, faster decisions)A practical operator guide to Measuring soft benefits (reduced…: what changes in real workflows, how to design
- 10Why we track both hard ROI and operational metricsA practical operator guide to Why we track both hard ROI and…: what changes in real workflows, how to design f
- 11How we avoid the “automation theatre” trapA practical operator guide to avoid the automation theatre trap: what changes in real workflows, how to design
- 12Designing automations that still work when the process changes slightlyA practical operator guide to Designing automations that still work…: what changes in real workflows, how to d
- 13The role of human review in high-stakes automated pipelinesA practical operator guide to role of human review in high-stakes…: what changes in real workflows, how to des
- 14How we hand over an automation so the client can maintain itA practical operator guide to hand over an automation so the client…: what changes in real workflows, how to d
- 15Common places where automation creates more work instead of lessA practical operator guide to Common places where automation creates…: what changes in real workflows, how to
- 16How we prioritise automations when everything feels urgentA practical operator guide to prioritise automations when everything…: what changes in real workflows, how to
- 17Building observability into every automation from day oneA practical operator guide to Building observability into every…: what changes in real workflows, how to desig
- 18Why we version automation logic the same way we version codeA practical operator guide to Why we version automation logic the…: what changes in real workflows, how to des
- 19How we test automations with real (anonymised) historical dataA practical operator guide to test automations with real (anonymised)…: what changes in real workflows, how to
- 20The difference between a working demo and a reliable production automationA practical operator guide to difference between a working demo and a…: what changes in real workflows, how to
- 21How we estimate ongoing running costs (tokens, tools, monitoring)A practical operator guide to estimate ongoing running costs (tokens,…: what changes in real workflows, how to
- 22Designing for the person who will own the automation after we leaveA practical operator guide to Designing for the person who will own…: what changes in real workflows, how to d
- 23When we recommend buying a tool instead of buildingA practical operator guide to When we recommend buying a tool instead…: what changes in real workflows, how to
- 24How we document an automation so someone else can understand it in six monthsA practical operator guide to document an automation so someone else…: what changes in real workflows, how to
- 25The post-launch review process we run 30 days after go-liveA practical operator guide to post-launch review process we run 30…: what changes in real workflows, how to de
F. Human Control, Handoffs & Collaboration 20
- 01Where we always keep a human in the loopA practical operator guide to Where we always keep a human in the loop: what changes in real workflows, how to
- 02Designing approval steps that don’t become bottlenecksA practical operator guide to Designing approval steps that don’t…: what changes in real workflows, how to des
- 03How we make the agent’s reasoning visible and reviewableA practical operator guide to make the agent’s reasoning visible and…: what changes in real workflows, how to
- 04The difference between “human oversight” and “human bottleneck”A practical operator guide to difference between human oversight and…: what changes in real workflows, how to
- 05How we train the client’s team to work with the agentA practical operator guide to train the client’s team to work with…: what changes in real workflows, how to de
- 06Designing clear escalation paths when the agent is unsureA practical operator guide to Designing clear escalation paths when…: what changes in real workflows, how to d
- 07Why we never fully remove human judgement from high-stakes decisionsA practical operator guide to Why we never fully remove human…: what changes in real workflows, how to design
- 08How we define the boundary between agent work and human workA practical operator guide to define the boundary between agent work…: what changes in real workflows, how to
- 09Building trust with the people who will use the system every dayA practical operator guide to Building trust with the people who will…: what changes in real workflows, how to
- 10How we handle pushback from teams who fear being replacedA practical operator guide to handle pushback from teams who fear…: what changes in real workflows, how to des
- 11Designing the interface so non-technical users can control the agentA practical operator guide to Designing the interface so…: what changes in real workflows, how to design for p
- 12The role of the “agent owner” inside the client organisationA practical operator guide to role of the agent owner inside the…: what changes in real workflows, how to desi
- 13How we transfer knowledge so the client is not dependent on us foreverA practical operator guide to transfer knowledge so the client is not…: what changes in real workflows, how to
- 14Creating simple runbooks for common failure modesA practical operator guide to Creating simple runbooks for common…: what changes in real workflows, how to des
- 15How we decide when the human should take over mid-taskA practical operator guide to decide when the human should take over…: what changes in real workflows, how to
- 16Designing notifications that are useful instead of noisyA practical operator guide to Designing notifications that are useful…: what changes in real workflows, how to
- 17The psychology of working alongside an agentA practical operator guide to psychology of working alongside an agent: what changes in real workflows, how to
- 18How we measure whether the human–agent collaboration is actually betterA practical operator guide to measure whether the human–agent…: what changes in real workflows, how to design
- 19Why we prototype the human workflow firstA practical operator guide to Why we prototype the human workflow first: what changes in real workflows, how t
- 20Building systems that make the human look good, not just the AIA practical operator guide to Building systems that make the human…: what changes in real workflows, how to de
G. Storytelling & Generative Production Process 20
- 01How we approach brand films with generative pipelinesA practical operator guide to approach brand films with generative…: what changes in real workflows, how to de
- 02The human-taste finishing process we never skipA practical operator guide to human-taste finishing process we never…: what changes in real workflows, how to
- 03How we brief generative tools so the output is usableA practical operator guide to brief generative tools so the output is…: what changes in real workflows, how to
- 04Evaluating generative footage: what we look for and what we rejectA practical operator guide to Evaluating generative footage: what we…: what changes in real workflows, how to
- 05The difference between generative experimentation and production-ready storytellingA practical operator guide to difference between generative…: what changes in real workflows, how to design fo
- 06How we maintain brand consistency across AI-generated assetsA practical operator guide to maintain brand consistency across…: what changes in real workflows, how to desig
- 07Workflow from concept → generation → human edit → final deliveryA practical operator guide to Workflow from concept → generation →…: what changes in real workflows, how to de
- 08Why we still treat storytelling as a craft, not just a promptA practical operator guide to Why we still treat storytelling as a…: what changes in real workflows, how to de
- 09How we combine multiple generative tools without visual chaosA practical operator guide to combine multiple generative tools…: what changes in real workflows, how to desig
- 10The role of reference material and style guides in our processA practical operator guide to role of reference material and style…: what changes in real workflows, how to de
- 11How we handle rights, provenance, and disclosureA practical operator guide to handle rights, provenance, and disclosure: what changes in real workflows, how t
- 12Measuring whether a piece of content actually “sells”A practical operator guide to Measuring whether a piece of content…: what changes in real workflows, how to de
- 13Rapid iteration cycles we use for campaign conceptsA practical operator guide to Rapid iteration cycles we use for…: what changes in real workflows, how to desig
- 14When we deliberately keep parts of the process fully humanA practical operator guide to When we deliberately keep parts of the…: what changes in real workflows, how to
- 15Turning long-form work into short, platform-native piecesA practical operator guide to Turning long-form work into short,…: what changes in real workflows, how to desi
- 16How we archive and version generative assetsA practical operator guide to archive and version generative assets: what changes in real workflows, how to de
- 17The feedback loops we run with clients during productionA practical operator guide to feedback loops we run with clients…: what changes in real workflows, how to desi
- 18Avoiding the “AI look” while still using AI toolsA practical operator guide to Avoiding the AI look while still using…: what changes in real workflows, how to
- 19How we decide the right level of generative involvement for a projectA practical operator guide to decide the right level of generative…: what changes in real workflows, how to de
- 20Lessons from two years of media.kokasync.ai work (process version)A practical operator guide to Lessons from two years of…: what changes in real workflows, how to design for pr
H. Implementation, Tooling & Operations 25
- 01How we choose the tech stack for a new agent or automationA practical operator guide to choose the tech stack for a new agent…: what changes in real workflows, how to d
- 02Why we prefer boring, reliable tools over the newest frameworkA practical operator guide to Why we prefer boring, reliable tools…: what changes in real workflows, how to de
- 03How we structure repositories and environments for agent projectsA practical operator guide to structure repositories and environments…: what changes in real workflows, how to
- 04Version control and prompt management practices we followA practical operator guide to Version control and prompt management…: what changes in real workflows, how to d
- 05Designing for observability from the first commitA practical operator guide to Designing for observability from the…: what changes in real workflows, how to de
- 06How we handle secrets, API keys, and access controlA practical operator guide to handle secrets, API keys, and access…: what changes in real workflows, how to de
- 07The minimum testing we require before any demoA practical operator guide to minimum testing we require before any demo: what changes in real workflows, how
- 08How we do staged rollouts instead of big-bang launchesA practical operator guide to do staged rollouts instead of big-bang…: what changes in real workflows, how to
- 09Monitoring that actually catches problems before users doA practical operator guide to Monitoring that actually catches…: what changes in real workflows, how to design
- 10Cost tracking and token budgeting in productionA practical operator guide to Cost tracking and token budgeting in…: what changes in real workflows, how to de
- 11How we document decisions so future us (or the client) understands themA practical operator guide to document decisions so future us (or the…: what changes in real workflows, how to
- 12The difference between a prototype environment and productionA practical operator guide to difference between a prototype…: what changes in real workflows, how to design f
- 13Handling model provider outages and degradationsA practical operator guide to Handling model provider outages and…: what changes in real workflows, how to des
- 14How we plan for model upgrades without breaking existing agentsA practical operator guide to plan for model upgrades without…: what changes in real workflows, how to design
- 15Security reviews we run on every tool the agent can callA practical operator guide to Security reviews we run on every tool…: what changes in real workflows, how to d
- 16Designing for auditability when the client needs itA practical operator guide to Designing for auditability when the…: what changes in real workflows, how to des
- 17The operational checklist we go through before calling something “live”A practical operator guide to operational checklist we go through…: what changes in real workflows, how to des
- 18How we support the system in the first 30 days after deliveryA practical operator guide to support the system in the first 30 days…: what changes in real workflows, how to
- 19Knowledge transfer sessions that actually stickA practical operator guide to Knowledge transfer sessions that…: what changes in real workflows, how to design
- 20Common operational surprises and how we prepare for themA practical operator guide to Common operational surprises and how we…: what changes in real workflows, how to
- 21Building simple admin interfaces for non-technical ownersA practical operator guide to Building simple admin interfaces for…: what changes in real workflows, how to de
- 22How we decide what to build custom vs buyA practical operator guide to decide what to build custom vs buy: what changes in real workflows, how to desig
- 23Maintaining multiple agents without chaosA practical operator guide to Maintaining multiple agents without chaos: what changes in real workflows, how t
- 24The post-project retrospective process we run internallyA practical operator guide to post-project retrospective process we…: what changes in real workflows, how to d
- 25How we turn every project into better process for the next oneA practical operator guide to turn every project into better process…: what changes in real workflows, how to
Want this applied to your stack?
Fixed-scope pilots for AI agents and automations. Map first. Ship one real workflow. Then run it.