Back issues
Part 1 of the Stack Overflow production series: make your agents boring. Contain the model to one node so the rest is ordinary, testable code; an agent proposes a decision and never acts. Where a loop is unavoidable it gets a hard iteration cap, a per-capability tool allow-list and a full trace of every step. Written for regulated, high-consequence systems, with the contracts and types, not just the ideas.
Part 1 of the Stack Overflow production series: make your agents boring. Contain the model to one node so the rest is ordinary, testable code; an agent proposes a decision and never acts. Where a loop is unavoidable it gets a hard iteration cap, a per-capability tool allow-list and a full trace of every step. Written for regulated, high-consequence systems, with the contracts and types, not just the ideas.
The New Stack's write-up of the Haiku 5.5 launch. It adds one useful bit of arithmetic, that the new prices are 90% and 50% cuts per token in the two size bands and that about 90% of Haiku 4.5 requests fell in the cheaper band, and notes this is the first Haiku with effort controls. The benchmarks are Anthropic's, reprinted. Keeps as a second-hand summary; the site discloses its owner invests in Anthropic and OpenAI.
Simon Willison's own read of Claude Haiku 5.5. The price matches GPT-6 Luna at $0.10/$0.50 per million tokens up to 100,000 tokens, then rises five times beyond that, where Luna is the better deal. His token counter shows the new tokenizer uses about 1.25 times as many tokens as Haiku 4.5 on the same prompt, which he calls a hidden price increase. Reasoning cannot be turned off and defaults to medium; his pelican test cost under a tenth of a cent at low effort and 3.4 cents at max. An independent pricing check that the launch post does not give you.
The State of Devs 2026 survey from Devographics, about 5,300 respondents, independent of any AI vendor. Nearly half had faced job insecurity, 62% report burnout at some point, and about two thirds felt less motivated recently. For the first time it asked about AI: sentiment split 49% positive and 42% negative, and nearly half disagreed that AI tools had a positive effect on their mental state, with write-ins on addictive prompting, weakened learning and overload from running agents in parallel. A real number on how the shift feels to the people inside it.
Jessica Wachtel at The New Stack ran GPT-6.1 Sol and GPT-6 Astra through three of her own tests five times each: CI triage, incident-log questions over 114,000 input tokens, and a dependency resolver graded by 120 hidden tests. Both models were perfect on all 15 runs; Sol cost $2.66 in total against Astra's $14.77 and was faster on two of the three tests. She puts the tokens, times and costs in a table. Fifteen runs is a sample, not a benchmark, and she says what the tests cover.
Anthropic's own launch post for Claude Haiku 5.5, pitched for high-volume work and as a subagent beside Opus 5.5 and Sonnet 5.5. The benchmark table is the house measuring its own model: GDPval-AA 1620 against 735 for Haiku 4.5 and 1437 for GPT-6 Luna, OSWorld 2.1 at 72.4%. It also halves Sonnet 5.5's cache-read price and adds a monthly API credit for Max and Team plans. The footnote concedes the new tokenizer uses slightly more tokens per task, the same point Simon Willison measured at about 1.25 times.
Part 2 of the Stack Overflow production series: evals as a deployment gate. If a prompt change can ship without an eval failing the build, you have a notebook, not evals; golden cases are curated like tests, every past failure included. After the gate, a shadow-eval loop watches for drift from model upgrades and prompt nudges that quietly hurt a slice of inputs. Gives the case format and the baseline mechanics.
Honeycomb's annotated OpenTelemetry Collector configuration for LLM applications: receive over OTLP, map OpenInference and OpenLLMetry attributes onto the GenAI semantic conventions, redact prompt and completion content before it leaves the network, and manage volume without sampling away whole conversations. A vendor how-to that ends at its own Agent Timeline, but the configuration is real and portable. Practical for anyone trying to see what their agents did. The body stops near the fetch cap.
At Microsoft's Windows event, reported by Fortune, Satya Nadella called Windows a hybrid intelligence system mixing cloud and local AI, with agents built into the OS and a new Surface Laptop Ultra. Event coverage with quotes. Keeps as wire for the agents-in-the-OS line.
LangChain on revamping skills in Deep Agents: a skill is a folder with a SKILL.md, and only its name and description sit in context until the task needs it. New features bind tools to a skill so they load only when the skill is read, let an app pin a skill the user asked for, and reload changed skills mid-thread. They say enterprise registries now run to thousands of skills. A vendor post, but a clear statement of progressive disclosure as a context-budget technique.
OpenSearch veterans told The New Stack they are launching Infino, a single retrieval layer for agents: data in Parquet on object storage that agents search, filter and join directly instead of through a warehouse, a search engine and a vector store kept in sync. The CEO's point that an agent issues many small queries at once and every result costs context is a real one. Otherwise a launch told through the founder's quotes, with no customer numbers.
Fortune on OpenAI publishing full or partial AI solutions to more than 370 open math problems from an unreleased internal model, about three hours of compute each. The reporting carries the split in the field: Dan Litt calls it great for mathematics but warns funders may decide math is solved, and Terence Tao has objected to labs using famous problems for marketing. It also notes two mathematicians who disputed how the Navier-Stokes result was presented. The best-sourced account in the pool of the week's largest claim.
The New Stack on OpenSSH 10.6 removing two features for security, including the shared compression context across multiplexed channels that Ruhr University Bochum researchers showed can leak plaintext. The on-thesis part is the release note's framing: more security research is now done with AI models, others have found the same bugs independently, and the project will ship fixes more often because adversaries who do not report are likely to find them too. The site discloses its owner invests in Anthropic.
The New Stack on Anthropic splitting its Cyber Verification Program into three tiers and folding Project Glasswing into the least restricted one. The figure that matters comes from Anthropic's own tests: the Defense Access tier, where many defenders are expected to land, blocked Claude Opus 5.5 in 46 of 50 offensive-security benchmark trials. So the flexibility is real but narrow. The body repeats its opening paragraphs, an extraction quirk; the site discloses its owner invests in Anthropic.
The Register on System76 adding a no-AI declaration to COSMIC contributions, covering code, comments and the PR text, in line with GNOME Calendar and GNOME Extensions. The live question is a GNOME developer arguing that AI-found vulnerability reports should be let in even where AI code is not. Pair it with the Faros row, which answers the same ban with data.
Pragmatic Engineer podcast notes with Sam Newman, who calls microservices an architecture of last resort and has a new book on resilient distributed systems. The takeaways cover how the word microservices was coined, his years teaching Googlers automated testing, and failing open versus closed by business context. The episode also touches how AI changes development, including specs versus code as the source of truth, but that part is a line in the summary here. Opens with sponsor ads; the body stops at the fetch cap.
LangChain's update to managed Deep Agents: agents can schedule their own runs with cron or one-time triggers that post back to the originating Slack thread, and one deployment can be configured per run, choosing model, skills, MCP servers and sandbox from the channel or user. The point worth keeping is that configuration set before the model runs doubles as access control, since the agent never sees tools outside it. A product changelog otherwise.
Liquid AI on Hugging Face releases open d1 decision models for the edge, d1-3B and a 600M multimodal variant, with a benchmark table where d1-3B averages 82.9 against Strands Decider 4B's 81.1; the numbers are Liquid's own. The pool dates it 28 July but the post refers to Decider releases, so the date likely marks a model page, not the post. The comments section at the tail carries a phone-number scam posted as a reply, which the pool now holds as text.
The Strands team (AWS's agent framework) releases Strands Decider 2B, an open small decision model that picks from fixed options or returns a score instead of generating text. The post is candid about the trade: faster and more reliable at a given size, always answers inside the allowed set, but worse at complex problems and useless for coding or chat. It places itself in a new class of decision models that arrived this month. Useful as the plainest explanation in the pool of why a routing or classification step in an agent system might not need a language model.
Latent Space interviews Stacklok's Craig McLuckie and Joe Beda on Mecatl, an open-source cloud-native agent harness. Their case is that desktop harnesses put the loop, local execution and session state in one process, while enterprise code and context are the IP that needs management, and they ask why agent identity is still modelled on human identity. Founders on their own project, no numbers. On thesis for anyone deciding where agents should run.
An aggregator rewrite of a report by The Information that Meta and Microsoft are cutting employee use of Claude in favour of their own coding tools. The figures are relayed second-hand: Microsoft's expected internal Anthropic spend of over $1 billion a year is said to be down by more than a third, and monthly AI spending limits in its cloud and AI group cut from $100,000 to about $10,000 per employee, which the piece correctly notes are ceilings, not actual spend. The chain is a small tech blog citing a paywalled outlet citing unnamed sources. The idea worth a desk is that per-seat agent budgets are now a management lever.
MIT News obituary for Margaret Hamilton, who led the more than 400 people writing Apollo's onboard flight software and died at 90. The body covers her path from weather prediction code with Edward Lorenz to the SAGE air defense system, where she took up software reliability as a then-new concept, to being the Apollo project's first programmer at the Instrumentation Lab. Real reporting from her own institution, heavy with photo captions at the head and site menus at the tail. Worth a line on any desk that talks about software rigor, since she is the reason the phrase software engineering exists.
ByteByteGo walks through how Netflix built GenRec, an LLM fine-tuned on viewing history to score and rank titles. It covers why the old ranker with thousands of hand-built features was costly, the two training phases and reward-weighted training. The post states it is assembled from public sources. The address reads how-uber-built-a-genie-to-answer while the body and title are about Netflix, so the feed's link and the article do not match. Opens with conference ads and stops at the fetch cap.
Today's paper: 23 stories, 5 on the front page, 6 desks staffed.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
One of today's Five — the wire scored it 7 of 10, and I stamped it.
The reader this serves: an engineering lead who directs more than they type. The move: read it before the next review, not after. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE DIRECTING DESK — alone there today, which says something about the story.
Stack Overflow Blog — 36 appearances in the Times since September 5, 2 of them today.
Stack Overflow Blog has the full story; we hold the door open. Go read the original.
THE DIRECTING DESK today: 1 story.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
One of today's Five — the wire scored it 7 of 10, and I stamped it.
The reader this serves: an engineering lead who directs more than they type. The move: read it before the next review, not after. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE DIRECTING DESK — alone there today, which says something about the story.
Stack Overflow Blog — 36 appearances in the Times since September 5, 2 of them today.
Stack Overflow Blog has the full story; we hold the door open. Go read the original.
THE AMPLIFIER DESK today: 5 stories.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 4 of 10. Not the lead, and I'd still not leave it on the floor.
The reader this serves: anyone whose day holds more work than hours. The move: pass it to whoever is out of hours. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE AMPLIFIER DESK, beside 4 more today: “Claude Haiku 5.5”; “State of Devs 2026”, and 2 more.
The New Stack — 300 appearances in the Times since August 22, 5 of them today.
The New Stack has the full story; we hold the door open. Go read the original.
THE LOOP DESK today: 3 stories.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 7 of 10. Not the lead, and I'd still not leave it on the floor.
A builder running agents end to end will get the most from this one. The move: let the agent read it before the next iteration. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE LOOP DESK, beside 2 more today: “OpenTelemetry Collector Configuration for LLM Observability”; “Microsoft shows off new Windows software, revamped for agentic AI | Fortune”.
Stack Overflow Blog — 36 appearances in the Times since September 5, 2 of them today.
Stack Overflow Blog has the full story; we hold the door open. Go read the original.
THE CONTEXT DESK today: 2 stories.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 6 of 10. Not the lead, and I'd still not leave it on the floor.
The reader this serves: the one who feeds the agents' memory. The move: file it where the agent looks first. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE CONTEXT DESK, beside one more today: “OpenSearch veterans launch Infino. Here's why it matters for agent builders.”.
langchain.com — 59 appearances in the Times since September 9, 2 of them today.
LangChain Blog has the full story; we hold the door open. Go read the original.
THE VERIFY DESK today: 5 stories.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
The Five, and it earned the spot — the wire scored it 7 of 10, I chose it.
One for a quality lead, or anyone who signs off. The move: ask what proof would have caught it. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE VERIFY DESK, beside 4 more today: “OpenSSH 10.6 deliberately breaks two features in the name of security”; “Claude’s cyber safeguards are getting more flexible -- but not for everyone.”, and 2 more.
Fortune Eye on AI — 108 appearances in the Times since September 8, 2 of them today.
Pulled from Fortune Eye on AI. The original is worth your click — the byline earned it.
THE FLEET DESK today: 5 stories.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
The wire scored it 5 of 10 — inside pages, and worth the ink.
Made for a leader scaling past one agent, whether they know it yet or not. The move: read it with the team lead in the room. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE FLEET DESK, beside 4 more today: “Multimodal open d1 decision models for the edge”; “Introducing Strands Decider 2B: a small, open source, decision model”, and 2 more.
langchain.com — 59 appearances in the Times since September 9, 2 of them today.
Our page is the summary; LangChain Blog's is the story. Click through — they earned it.
THE WIRE today: 2 stories.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Inside pages at 6 of 10. The lead had a bigger day; this one had a point.
Best enjoyed by any reader building with agents. The move: share it with whoever will ask about it first. No per-story read on file; this note is the desk speaking, not the story.
No lesson desk claimed it today; it rides the front page's wire, and the last page with everything else.
news.mit.edu — 2 appearances in the Times since October 8, one of them today. Found via Hacker News Best.
Pulled from news.mit.edu. The original is worth your click — the byline earned it.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
One of today's Five — the wire scored it 7 of 10, and I stamped it.
The reader this serves: an engineering lead who directs more than they type. The move: read it before the next review, not after. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE DIRECTING DESK — alone there today, which says something about the story.
Stack Overflow Blog — 36 appearances in the Times since September 5, 2 of them today.
Stack Overflow Blog has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 4 of 10. Not the lead, and I'd still not leave it on the floor.
The reader this serves: anyone whose day holds more work than hours. The move: pass it to whoever is out of hours. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE AMPLIFIER DESK, beside 4 more today: “Claude Haiku 5.5”; “State of Devs 2026”, and 2 more.
The New Stack — 300 appearances in the Times since August 22, 5 of them today.
The New Stack has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
The wire scored it 7 of 10 — inside pages, and worth the ink.
This lands hardest with anyone whose day holds more work than hours. The move: try it on the one task that ate yesterday. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE AMPLIFIER DESK, beside 4 more today: “Anthropic launches Haiku 5.5 at a much lower price”; “State of Devs 2026”, and 2 more.
Simon Willison — 144 appearances in the Times since August 22, one of them today.
Our page is the summary; Simon Willison's is the story. Click through — they earned it.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
One of today's Five — the wire scored it 7 of 10, and I stamped it.
The reader this serves: anyone whose day holds more work than hours. The move: pass it to whoever is out of hours. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE AMPLIFIER DESK, beside 4 more today: “Anthropic launches Haiku 5.5 at a much lower price”; “Claude Haiku 5.5”, and 2 more.
2026.stateofdevs.com — 2 appearances in the Times since October 8, one of them today. Found via Hacker News Best.
2026.stateofdevs.com has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Today's Five, front page: the wire scored it 7 of 10; the stamp is mine.
Made for anyone whose day holds more work than hours, whether they know it yet or not. The move: try it on the one task that ate yesterday. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE AMPLIFIER DESK, beside 4 more today: “Anthropic launches Haiku 5.5 at a much lower price”; “Claude Haiku 5.5”, and 2 more.
The New Stack — 300 appearances in the Times since August 22, 5 of them today.
Our page is the summary; The New Stack's is the story. Click through — they earned it.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 6 of 10. Not the lead, and I'd still not leave it on the floor.
Anyone whose day holds more work than hours will get the most from this one. The move: pass it to whoever is out of hours. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE AMPLIFIER DESK, beside 4 more today: “Anthropic launches Haiku 5.5 at a much lower price”; “Claude Haiku 5.5”, and 2 more.
Anthropic Blog — 10 appearances in the Times since September 5, one of them today. Found via Hacker News Best.
Anthropic Blog has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 7 of 10. Not the lead, and I'd still not leave it on the floor.
A builder running agents end to end will get the most from this one. The move: let the agent read it before the next iteration. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE LOOP DESK, beside 2 more today: “OpenTelemetry Collector Configuration for LLM Observability”; “Microsoft shows off new Windows software, revamped for agentic AI | Fortune”.
Stack Overflow Blog — 36 appearances in the Times since September 5, 2 of them today.
Stack Overflow Blog has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 6 of 10. Not the lead, and I'd still not leave it on the floor.
A builder running agents end to end will get the most from this one. The move: let the agent read it before the next iteration. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE LOOP DESK, beside 2 more today: “Part 2: Evals as a deployment gate — and how to know when they drift - Stack Overflow”; “Microsoft shows off new Windows software, revamped for agentic AI | Fortune”.
Honeycomb Blog — 34 appearances in the Times since September 9, one of them today.
Honeycomb Blog has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
The wire scored it 4 of 10 — inside pages, and worth the ink.
This lands hardest with a builder running agents end to end. The move: run it end to end once before believing it. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE LOOP DESK, beside 2 more today: “Part 2: Evals as a deployment gate — and how to know when they drift - Stack Overflow”; “OpenTelemetry Collector Configuration for LLM Observability”.
Fortune Eye on AI — 108 appearances in the Times since September 8, 2 of them today.
Our page is the summary; Fortune Eye on AI's is the story. Click through — they earned it.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 6 of 10. Not the lead, and I'd still not leave it on the floor.
The reader this serves: the one who feeds the agents' memory. The move: file it where the agent looks first. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE CONTEXT DESK, beside one more today: “OpenSearch veterans launch Infino. Here's why it matters for agent builders.”.
langchain.com — 59 appearances in the Times since September 9, 2 of them today.
LangChain Blog has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 5 of 10. Not the lead, and I'd still not leave it on the floor.
The reader this serves: the one who feeds the agents' memory. The move: file it where the agent looks first. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE CONTEXT DESK, beside one more today: “Revamping Skills in Deep Agents”.
The New Stack — 300 appearances in the Times since August 22, 5 of them today.
The New Stack has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
The Five, and it earned the spot — the wire scored it 7 of 10, I chose it.
One for a quality lead, or anyone who signs off. The move: ask what proof would have caught it. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE VERIFY DESK, beside 4 more today: “OpenSSH 10.6 deliberately breaks two features in the name of security”; “Claude’s cyber safeguards are getting more flexible -- but not for everyone.”, and 2 more.
Fortune Eye on AI — 108 appearances in the Times since September 8, 2 of them today.
Pulled from Fortune Eye on AI. The original is worth your click — the byline earned it.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
The wire scored it 6 of 10 — inside pages, and worth the ink.
This lands hardest with a quality lead, or anyone who signs off. The move: write the test before the fix. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE VERIFY DESK, beside 4 more today: “OpenAI publishes solutions to more than 370 outstanding math challenges. Math may never be the same | Fortune”; “Claude’s cyber safeguards are getting more flexible -- but not for everyone.”, and 2 more.
The New Stack — 300 appearances in the Times since August 22, 5 of them today.
Our page is the summary; The New Stack's is the story. Click through — they earned it.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Inside pages at 6 of 10. The lead had a bigger day; this one had a point.
One for a quality lead, or anyone who signs off. The move: ask what proof would have caught it. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE VERIFY DESK, beside 4 more today: “OpenAI publishes solutions to more than 370 outstanding math challenges. Math may never be the same | Fortune”; “OpenSSH 10.6 deliberately breaks two features in the name of security”, and 2 more.
The New Stack — 300 appearances in the Times since August 22, 5 of them today.
Pulled from The New Stack. The original is worth your click — the byline earned it.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
One of today's Five — the wire scored it 6 of 10, and I stamped it.
A quality lead, or anyone who signs off will get the most from this one. The move: sign off only after the evidence is on the desk. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE VERIFY DESK, beside 4 more today: “OpenAI publishes solutions to more than 370 outstanding math challenges. Math may never be the same | Fortune”; “OpenSSH 10.6 deliberately breaks two features in the name of security”, and 2 more.
The Register — 11 appearances in the Times since September 5, one of them today.
The Register has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 5 of 10. Not the lead, and I'd still not leave it on the floor.
A quality lead, or anyone who signs off will get the most from this one. The move: sign off only after the evidence is on the desk. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE VERIFY DESK, beside 4 more today: “OpenAI publishes solutions to more than 370 outstanding math challenges. Math may never be the same | Fortune”; “OpenSSH 10.6 deliberately breaks two features in the name of security”, and 2 more.
Pragmatic Engineer — 36 appearances in the Times since September 5, one of them today.
Pragmatic Engineer has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
The wire scored it 5 of 10 — inside pages, and worth the ink.
Made for a leader scaling past one agent, whether they know it yet or not. The move: read it with the team lead in the room. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE FLEET DESK, beside 4 more today: “Multimodal open d1 decision models for the edge”; “Introducing Strands Decider 2B: a small, open source, decision model”, and 2 more.
langchain.com — 59 appearances in the Times since September 9, 2 of them today.
Our page is the summary; LangChain Blog's is the story. Click through — they earned it.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 5 of 10. Not the lead, and I'd still not leave it on the floor.
A leader scaling past one agent will get the most from this one. The move: count what it costs before it scales. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE FLEET DESK, beside 4 more today: “What's New in Managed Deep Agents: schedules, per-run configuration, and Slack reactions”; “Introducing Strands Decider 2B: a small, open source, decision model”, and 2 more.
Hugging Face Blog — 45 appearances in the Times since September 5, one of them today.
Hugging Face Blog has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Inside pages at 6 of 10. The lead had a bigger day; this one had a point.
One for a leader scaling past one agent. The move: pilot it on one team before the fleet. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE FLEET DESK, beside 4 more today: “What's New in Managed Deep Agents: schedules, per-run configuration, and Slack reactions”; “Multimodal open d1 decision models for the edge”, and 2 more.
strandsagents.com — 2 appearances in the Times since October 8, one of them today. Found via Hacker News Best.
Pulled from strandsagents.com. The original is worth your click — the byline earned it.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 6 of 10. Not the lead, and I'd still not leave it on the floor.
The reader this serves: a leader scaling past one agent. The move: count what it costs before it scales. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE FLEET DESK, beside 4 more today: “What's New in Managed Deep Agents: schedules, per-run configuration, and Slack reactions”; “Multimodal open d1 decision models for the edge”, and 2 more.
Latent Space — 109 appearances in the Times since September 5, one of them today.
Latent Space has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Made the wire at 5 of 10. Not the lead, and I'd still not leave it on the floor.
A leader scaling past one agent will get the most from this one. The move: count what it costs before it scales. No per-story read on file; this note is the desk speaking, not the story.
Filed on THE FLEET DESK, beside 4 more today: “What's New in Managed Deep Agents: schedules, per-run configuration, and Slack reactions”; “Multimodal open d1 decision models for the edge”, and 2 more.
rswebsols.com — 2 appearances in the Times since October 8, one of them today. Found via Hacker News Best.
rswebsols.com has the full story; we hold the door open. Go read the original.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
Inside pages at 6 of 10. The lead had a bigger day; this one had a point.
Best enjoyed by any reader building with agents. The move: share it with whoever will ask about it first. No per-story read on file; this note is the desk speaking, not the story.
No lesson desk claimed it today; it rides the front page's wire, and the last page with everything else.
news.mit.edu — 2 appearances in the Times since October 8, one of them today. Found via Hacker News Best.
Pulled from news.mit.edu. The original is worth your click — the byline earned it.
The presses were quiet this morning — this is the October 8 edition, and it still holds up.
The wire scored it 5 of 10 — inside pages, and worth the ink.
Made for any reader building with agents, whether they know it yet or not. The move: read it before the day fills up. No per-story read on file; this note is the desk speaking, not the story.
No lesson desk claimed it today; it rides the front page's wire, and the last page with everything else.
ByteByteGo — 38 appearances in the Times since August 22, one of them today.
Our page is the summary; ByteByteGo's is the story. Click through — they earned it.
Something changed. I want to know what.
Stack Overflow Blog: 36 in our pages since September 5. I read them all — emphasis on investigative.
This one's theirs. Read Stack Overflow Blog's reporting.
Something changed. I want to know what.
Stack Overflow Blog: 36 in our pages since September 5. I read them all — emphasis on investigative.
This one's theirs. Read Stack Overflow Blog's reporting.
I wrote this one up last time. Nothing useful to add today.
The New Stack: 300 in our pages since August 22. I read them all — emphasis on investigative.
The New Stack did the legwork on this one.
From our research notes:
Stack Overflow Blog: 36 in our pages since September 5. I read them all — emphasis on investigative.
Go read Stack Overflow Blog. They earned the byline.
Nothing in the files on this yet. I want to know why.
LangChain Blog: 59 in our pages since September 9. I read them all — emphasis on investigative.
This one's theirs. Read LangChain Blog's reporting.
Nothing in the files on this yet. I want to know why.
Fortune Eye on AI: 108 in our pages since September 8. I read them all — emphasis on investigative.
The full piece is at Fortune Eye on AI. It's worth your time.
From our research notes:
LangChain Blog: 59 in our pages since September 9. I read them all — emphasis on investigative.
Don't stop with my notes. LangChain Blog has the original.
The headline is ahead of our files on this one.
news.mit.edu: 2 in our pages since October 8. I read them all — emphasis on investigative.
I pulled this from news.mit.edu. They've got the details.
Something changed. I want to know what.
Stack Overflow Blog: 36 in our pages since September 5. I read them all — emphasis on investigative.
This one's theirs. Read Stack Overflow Blog's reporting.
I wrote this one up last time. Nothing useful to add today.
The New Stack: 300 in our pages since August 22. I read them all — emphasis on investigative.
The New Stack did the legwork on this one.
No paper on the shelf has this one nailed down.
Simon Willison: 144 in our pages since August 22. I read them all — emphasis on investigative.
Simon Willison has the full story. Start there.
Something doesn't quite line up here.
2026.stateofdevs.com: 2 in our pages since October 8. I read them all — emphasis on investigative.
2026.stateofdevs.com did the legwork on this one.
The timing caught my eye. I'm checking that next.
The New Stack: 300 in our pages since August 22. I read them all — emphasis on investigative.
Want the whole story? The New Stack has it.
From our research notes:
Anthropic Blog: 10 in our pages since September 5. I read them all — emphasis on investigative.
Read Anthropic Blog's original. They did the reporting.
From our research notes:
Stack Overflow Blog: 36 in our pages since September 5. I read them all — emphasis on investigative.
Go read Stack Overflow Blog. They earned the byline.
I have the headline. I don't have the answer yet.
Honeycomb Blog: 34 in our pages since September 9. I read them all — emphasis on investigative.
Read Honeycomb Blog's original. They did the reporting.
Our files stop short. I'll keep looking.
Fortune Eye on AI: 108 in our pages since September 8. I read them all — emphasis on investigative.
Fortune Eye on AI has more than I can fit in this notebook.
Nothing in the files on this yet. I want to know why.
LangChain Blog: 59 in our pages since September 9. I read them all — emphasis on investigative.
This one's theirs. Read LangChain Blog's reporting.
Our files stop short. I'll keep looking.
The New Stack: 300 in our pages since August 22. I read them all — emphasis on investigative.
The New Stack did the legwork on this one.
Nothing in the files on this yet. I want to know why.
Fortune Eye on AI: 108 in our pages since September 8. I read them all — emphasis on investigative.
The full piece is at Fortune Eye on AI. It's worth your time.
There's a gap in the record here.
The New Stack: 300 in our pages since August 22. I read them all — emphasis on investigative.
The New Stack has more than I can fit in this notebook.
I know what happened. I want to know what caused it.
The New Stack: 300 in our pages since August 22. I read them all — emphasis on investigative.
The full piece is at The New Stack. It's worth your time.
I'm missing a piece. Give me a minute.
The Register: 11 in our pages since September 5. I read them all — emphasis on investigative.
Read The Register's original. They did the reporting.
I've got two questions already. I need better answers.
Pragmatic Engineer: 36 in our pages since September 5. I read them all — emphasis on investigative.
Go read Pragmatic Engineer. They earned the byline.
From our research notes:
LangChain Blog: 59 in our pages since September 9. I read them all — emphasis on investigative.
Don't stop with my notes. LangChain Blog has the original.
There's a story here. We just don't have all of it yet.
Hugging Face Blog: 45 in our pages since September 5. I read them all — emphasis on investigative.
Go read Hugging Face Blog. They earned the byline.
Something changed. I want to know what.
strandsagents.com: 2 in our pages since October 8. I read them all — emphasis on investigative.
The full piece is at strandsagents.com. It's worth your time.
I wrote this one up last time. Nothing useful to add today.
Latent Space: 109 in our pages since September 5. I read them all — emphasis on investigative.
Latent Space did the legwork on this one.
There's a story here. We just don't have all of it yet.
rswebsols.com: 2 in our pages since October 8. I read them all — emphasis on investigative.
Go read rswebsols.com. They earned the byline.
The headline is ahead of our files on this one.
news.mit.edu: 2 in our pages since October 8. I read them all — emphasis on investigative.
I pulled this from news.mit.edu. They've got the details.
I've got two questions already. I need better answers.
ByteByteGo: 38 in our pages since August 22. I read them all — emphasis on investigative.
Want the whole story? ByteByteGo has it.